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Xcode Cloudhttps://developer.apple.com/xcode-cloud/
https://user-images.githubusercontent.com/45159366/121821101-9cc98c80-cc4b-11eb-9dde-e3efa2ea8154.png
Applehttps://developer.apple.com/xcode-cloud/
SwiftUIhttps://developer.apple.com/documentation/swiftui
UIKithttps://developer.apple.com/documentation/uikit
AppKithttps://developer.apple.com/documentation/appkit
ARKithttps://developer.apple.com/augmented-reality/arkit/
RealityKithttps://developer.apple.com/documentation/realitykit
SceneKithttps://developer.apple.com/scenekit/
Mac Catalysthttps://developer.apple.com/mac-catalyst/
Apple Silicon M1 Chiphttps://www.apple.com/mac/m1/
Instrumentshttps://help.apple.com/instruments/mac/current/#/dev7b09c84f5
TestFlighthttps://developer.apple.com/testflight/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#xcode-developer-platforms-for-apps
macOShttps://www.apple.com/macos/monterey/
https://user-images.githubusercontent.com/45159366/121821090-8d4a4380-cc4b-11eb-896a-74e1be0fb3c6.png
Applehttps://www.apple.com/macos/monterey/
iOShttps://www.apple.com/ios/ios-15/
https://user-images.githubusercontent.com/45159366/121821096-976c4200-cc4b-11eb-9006-641b1c99a9e7.png
Applehttps://www.apple.com/ios/ios-15/
iPadOShttps://www.apple.com/ipados/ipados-15/
https://user-images.githubusercontent.com/45159366/121821093-93402480-cc4b-11eb-9a02-42e75c811c39.png
Applehttps://www.apple.com/ipados/ipados-15/
WatchOShttps://www.apple.com/watchos/watchos-8/
https://user-images.githubusercontent.com/45159366/121821100-9b985f80-cc4b-11eb-9c10-1e3aac33feda.png
Applehttps://www.apple.com/watchos/watchos-8/
tvOShttps://developer.apple.com/tvos/
https://user-images.githubusercontent.com/45159366/141201806-71144a22-879d-474a-a7ef-45ace396584c.png
Applehttps://developer.apple.com/tvos/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#game-development
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/97361059-45151700-185c-11eb-9d12-dae51c79eb8a.png
https://user-images.githubusercontent.com/45159366/119279021-ea6b5000-bbdd-11eb-9f59-5251fc3ac751.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#game-development-tools
NVIDIA Reflexhttps://developer.nvidia.com/reflex/get-started
NVIDIA DLSS (Deep Learning Super Sampling)https://developer.nvidia.com/dlss
AMD FidelityFX Super Resolution (FSR)https://www.amd.com/en/technologies/radeon-software-fidelityfx
Intel Xe Super Sampling (XeSS)https://www.youtube.com/watch?v=Y9hfpf-SqEg
DLSS (Deep Learning Super Sampling)https://developer.nvidia.com/dlss
DP4a instructionhttps://www.intel.com/content/dam/www/public/us/en/documents/reference-guides/11th-gen-quick-reference-guide.pdf
Uniginehttps://unigine.com
Frostbitehttps://www.ea.com/frostbite/engine
DICEhttps://www.dice.se/
Panda3Dhttps://www.panda3d.org/
Source 2https://developer.valvesoftware.com/wiki/Source_2
Havokhttps://www.havok.com/
AutoDesk 3ds Maxhttps://www.autodesk.com/products/3ds-max/overview
Houdinihttps://www.sidefx.com/
A-Framehttps://aframe.io
AppGameKithttps://www.appgamekit.com
Amazon Lumberyardhttps://aws.amazon.com/lumberyard/
Blenderhttps://www.blender.org
CryEnginehttps://www.cryengine.com
GameMaker Studio 2https://www.yoyogames.com/gamemaker
Godothttps://godotengine.org
Open Graphics Library(OpenGL)https://www.opengl.org/
Khronos Grouphttps://www.khronos.org/
Open Computing Language (OpenCL)https://www.khronos.org/opencl/
parallel programminghttps://www.coursera.org/lecture/parprog1/introduction-to-parallel-computing-zNrIS
OpenGL Shading Language(GLSL)https://www.khronos.org/opengl/wiki/Core_Language_(GLSL)
High Level Shading Language(HLSL)https://docs.microsoft.com/en-us/windows/win32/direct3dhlsl/dx-graphics-hlsl
DirectX 12 Ultimatehttps://github.com/Microsoft/DirectX-Graphics-Samples
Vulkanhttps://www.khronos.org/vulkan/
Metalhttps://developer.apple.com/metal/
MoltenVKhttps://moltengl.com/moltenvk
Metalhttps://developer.apple.com/metal/
MoltenGLhttps://moltengl.com
Metalhttps://developer.apple.com/metal/
Mesa 3D Graphics Libraryhttps://docs.mesa3d.org/index.html
Direct Rendering Infrastructurehttps://dri.freedesktop.org/
X.orghttps://x.org/
Waylandhttps://wayland.freedesktop.org/
OpenGL EShttps://www.khronos.org/opengles/
OpenCLhttps://www.khronos.org/opencl/
EGLhttps://www.khronos.org/egl/
VDPAUhttps://www.freedesktop.org/wiki/Software/VDPAU/
VA APIhttps://freedesktop.org/wiki/Software/vaapi/
XvMChttps://en.wikipedia.org/wiki/X-Video_Motion_Compensation
AMD Radeon ProRenderhttps://www.amd.com/en/technologies/radeon-prorender
NVIDIA Omniversehttps://developer.nvidia.com/nvidia-omniverse-platform
LibGDXhttps://github.com/libgdx/libgdx
cocos2d-xhttps://github.com/cocos2d/cocos2d-x
MonoGamehttps://github.com/MonoGame/MonoGame
Three.jshttps://threejs.org
Superpowershttp://superpowers-html5.com/
URHO3Dhttps://urho3d.github.io/
Vivoxhttps://www.vivox.com/
HGIGhttps://www.hgig.org/
GameBlockshttps://www.gameblocks.com/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#augmented-reality-ar--virtual-reality-vr
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/130368380-37b7c0cd-ed71-4a52-8b16-4ac802e059d4.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#augmented-reality-ar--virtual-reality-vr-learning-resources
Augmented Reality (AR)https://en.wikipedia.org/wiki/Augmented_reality
Virtual Reality (VR)https://en.wikipedia.org/wiki/Virtual_reality
Mixed Reality (MR)https://en.wikipedia.org/wiki/Mixed_reality
Extended Reality (XR)https://en.wikipedia.org/wiki/Extended_reality
Virtual Reality - Experiences and Deviceshttps://www.microsoft.com/en-us/mixed-reality/windows-mixed-reality
Oculus | VR Headsets, Games & Equipmenthttps://www.oculus.com/
Virtual Reality on Steamhttps://store.steampowered.com/vr/
Valve Index® VR Headsethttps://store.steampowered.com/valveindex
PlayStation VRhttps://www.playstation.com/explore/playstation-vr/
HTC Vive VR Headsethttps://www.vive.com/us/
Augmented Reality applications - Applehttps://www.apple.com/augmented-reality/
Unity Learn Training Programhttps://learn.unity.com
Unity Manual: XRhttps://docs.unity3d.com/Manual/XR.html
Intro to XR: VR, AR, and MR Foundations - Unity Learnhttps://learn.unity.com/course/introduction-to-xr-vr-ar-and-mr-foundations
Unity XR: Build VR and AR Appshttps://unity3d.com/learn/unity-xr-apps
Top Virtual Reality Courses Online | Udemyhttps://www.udemy.com/topic/virtual-reality/
Top Augmented Reality Courses Online | Udemyhttps://www.udemy.com/topic/augmented-reality/
Google AR & VR Online Courses | Courserahttps://www.coursera.org/googlearvr
Top Augmented Reality Courses | Courserahttps://www.coursera.org/courses?query=augmented%20reality
Learn Augmented Reality with Online Courses and Lessons | edXhttps://www.edx.org/learn/augmented-reality
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#augmented-reality-ar--virtual-reality-vr-tools-and-frameworks
ARKithttps://developer.apple.com/augmented-reality/arkit/
RealityKithttps://developer.apple.com/documentation/realitykit
SceneKithttps://developer.apple.com/scenekit/
GPUImage frameworkhttps://github.com/BradLarson/GPUImage
GPUImage3https://github.com/BradLarson/GPUImage3
GPUImage frameworkhttps://github.com/BradLarson/GPUImage
Apple's Metalhttps://developer.apple.com/metal/
ARCorehttps://developers.google.com/ar/
Adobe Aerohttps://www.adobe.com/products/aero.html
augmented reality (AR)https://en.wikipedia.org/wiki/Augmented_reality
Vuforiahttps://developer.vuforia.com/
Vuforia Studiohttps://www.ptc.com/en/products/vuforia/vuforia-studio
OpenVX™https://www.khronos.org/openvx/
NVIDIA Flexhttps://github.com/NVIDIAGameWorks/FleX
ARToolKithttps://artoolkit.org
ARmediahttps://www.inglobetechnologies.com/ar-media/
Kundanhttps://www.kudan.io/
OVR Toolkithttps://store.steampowered.com/app/1068820/OVR_Toolkit/
https://user-images.githubusercontent.com/45159366/117720758-e843d300-b193-11eb-9796-bde15aebed71.png
Microsofthttps://www.microsoft.com/en-us/hololens/buy
https://user-images.githubusercontent.com/45159366/117720763-e9750000-b193-11eb-888a-e4bccd6c30eb.png
PlayStationhttps://www.playstation.com/en-us/ps-vr/
SteamVRhttps://store.steampowered.com/steamvr
https://user-images.githubusercontent.com/45159366/110881514-543db400-8295-11eb-9543-fd5d385ddb05.png
https://user-images.githubusercontent.com/45159366/117720776-ed088700-b193-11eb-8538-9831999b5104.png
https://store.steampowered.com/valveindexhttps://store.steampowered.com/valveindex
OpenVRhttps://github.com/ValveSoftware/openvr
OpenVR Benchmark on Steamhttps://store.steampowered.com/app/955610/OpenVR_Benchmark/
OpenHMDhttp://www.openhmd.net/
openXRhttps://www.khronos.org/OpenXR/
Monadohttps://monado.dev/
Libsurvivehttps://github.com/cntools/libsurvive
Simulahttps://github.com/SimulaVR/Simula
see herehttps://github.com/OpenHMD/OpenHMD/issues/225#issuecomment-638454156
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#vulkan-development
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/129622224-8c4cca51-9200-4d70-9d16-2610d704713a.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#vulkan-learning-resources
Vulkan®https://www.khronos.org/vulkan/
Khronos Group GitHubhttps://github.com/KhronosGroup
Vulkan Documentationhttps://github.com/KhronosGroup/Vulkan-Docs
HLSL to SPIR-V Feature Mapping Manualhttps://github.com/microsoft/DirectXShaderCompiler/blob/master/docs/SPIR-V.rst
Vulkan GLSL Ray Tracing Emulator Tutorialhttps://www.gsn-lib.org/docs/nodes/raytracing.php
Getting Started with Vulkanhttps://vulkan-tutorial.com/
Vulkan Sampleshttps://github.com/KhronosGroup/Vulkan-Samples
Khronos Community Forumshttps://community.khronos.org/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#vulkan-tools-libraries-and-frameworks
Vulkan SDKhttps://vulkan.lunarg.com
SPIR-Vhttps://www.khronos.org/spir/
SPIRV-Reflecthttps://github.com/KhronosGroup/SPIRV-Reflect
Vulkan® Toolshttps://github.com/KhronosGroup/Vulkan-Tools
Vulkan-Hpphttps://github.com/KhronosGroup/Vulkan-Hpp
Vulkan® Memory Allocator (VMA)https://gpuopen.com/vulkan-memory-allocator/
AMD Open Source Driver for Vulkan®https://gpuopen.com/amd-open-source-driver-for-vulkan/
NVIDIA® Nsight™ Visual Studio Editionhttps://developer.nvidia.com/nsight-visual-studio-edition
Radeon™ GPU Profilerhttps://gpuopen.com/rgp/
Radeon™ GPU Analyzerhttps://gpuopen.com/rga/
Radeon™ Memory Visualizer (RMV)https://gpuopen.com/rmv/
DXVKhttps://github.com/doitsujin/dxvk
MoltenVKhttps://moltengl.com/moltenvk
Metalhttps://developer.apple.com/metal/
RenderDochttps://renderdoc.org
PerfDochttps://github.com/ARM-software/perfdoc
best practices on Arm Malihttps://developer.arm.com/graphics/developer-guides/mali-gpu-best-practices
GLFWhttps://www.glfw.org/
VulkanSharphttps://github.com/mono/VulkanSharp
Vortice.Vulkanhttps://github.com/amerkoleci/Vortice.Vulkan
VKD3D-Protonhttps://github.com/HansKristian-Work/vkd3d-proton
ImGuihttps://github.com/ocornut/imgui
Ashhttps://github.com/MaikKlein/ash
gfx-rshttps://github.com/gfx-rs/gfx
Vulkan.jlhttps://github.com/JuliaGPU/Vulkan.jl
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#metal-development
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/129622324-243aca6c-1feb-4b16-abef-70ad8b97f488.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#metal-learning-resources
Metalhttps://developer.apple.com/metal/
Apple Developer Documentationhttps://developer.apple.com/documentation
MetalKithttps://developer.apple.com/documentation/metalkit/
Metal Shading Language Specificationhttps://developer.apple.com/metal/Metal-Shading-Language-Specification.pdf
Using Metal Feature Set Tableshttps://developer.apple.com/documentation/metal/gpu_features/using_metal_feature_set_tables/
Metal Performance Shadershttps://developer.apple.com/documentation/metalperformanceshaders/
Optimizing Performance with the GPU Counters Instrumenthttps://developer.apple.com/documentation/metal/optimizing_performance_with_the_gpu_counters_instrument?language=objc
Enabling Frame Capturehttps://developer.apple.com/documentation/metal/frame_capture_debugging_tools/enabling_frame_capture?language=objc
Reducing the Memory Footprint of Metal Appshttps://developer.apple.com/documentation/metal/reducing_the_memory_footprint_of_metal_apps
Metal Developer Tools for Windowshttps://developer.apple.com/download/release/
Metal Sample codehttps://developer.apple.com/metal/sample-code/
Metal plugin for TensorFlowhttps://developer.apple.com/metal/tensorflow-plugin/
Metal Developer discussionshttps://developer.apple.com/forums/tags/metal/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#metal-tools-libraries-and-frameworks
Apple Foundation Frameworkhttps://developer.apple.com/documentation/foundation
Apple Core Animation Frameworkhttps://developer.apple.com/documentation/quartzcore
Apple Core Graphics Frameworkhttps://developer.apple.com/documentation/coregraphics
Paravirtualized Graphics Frameworkhttps://developer.apple.com/documentation/paravirtualizedgraphics
Xcodehttps://developer.apple.com/xcode/
SwiftUIhttps://developer.apple.com/documentation/swiftui
UIKithttps://developer.apple.com/documentation/uikit
AppKithttps://developer.apple.com/documentation/appkit
ARKithttps://developer.apple.com/augmented-reality/arkit/
RealityKithttps://developer.apple.com/documentation/realitykit
SceneKithttps://developer.apple.com/scenekit/
Instrumentshttps://help.apple.com/instruments/mac/current/#/dev7b09c84f5
Cocoapodshttps://cocoapods.org/
AppCodehttps://www.jetbrains.com/objc/
MoltenVKhttps://moltengl.com/moltenvk
Metalhttps://developer.apple.com/metal/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#directx-development
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/146693482-58c6d5d6-06ff-4ba9-b77e-38307358370d.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#directx-learning-resources
Microsoft DirectX®https://support.microsoft.com/en-us/topic/how-to-install-the-latest-version-of-directx-d1f5ffa5-dae2-246c-91b1-ee1e973ed8c2
Getting Started with DirectX 12 Ultimatehttps://devblogs.microsoft.com/directx/directx-12-ultimate-getting-started-guide/
Getting Started with the DirectX 12 Agility SDKhttps://devblogs.microsoft.com/directx/gettingstarted-dx12agility/
DirectX 12 and Graphics Education | YouTubehttps://www.youtube.com/channel/UCiaX2B8XiXR70jaN7NK-FpA
DirectX— Feature Level 12_2https://devblogs.microsoft.com/directx/new-in-directx-feature-level-12_2/
DirectX 12 Technology | NVIDIAhttps://www.nvidia.com/en-us/geforce/technologies/dx12/
AMD DirectX® 12 (DX12) Technology | AMDhttps://www.amd.com/en/technologies/directx12
Top Microsoft DirectX Courses Online | Udemyhttps://www.udemy.com/topic/microsoft-directx/
DirectX - Learn Microsoft DirectX from Scratch Course | Udemyhttps://www.udemy.com/course/directx-learn-microsoft-directx-from-scratch/
DirectX 11 Programming Course | Udemyhttps://www.udemy.com/course/directx11/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#directx-tools-libraries-and-frameworks
Visual Studiohttps://visualstudio.microsoft.com/
Visual Studio Codehttps://code.visualstudio.com/
DirectX-Graphics-Sampleshttps://github.com/Microsoft/DirectX-Graphics-Samples
PIX on Windowshttps://devblogs.microsoft.com/pix/documentation/
DirectStorage APIhttps://devblogs.microsoft.com/directx/directstorage-is-coming-to-pc/
Velocity Architecturehttps://news.xbox.com/en-us/2020/07/14/a-closer-look-at-xbox-velocity-architecture/
Windows 11https://www.microsoft.com/en-us/windows/windows-11
Windows 10https://www.microsoft.com/software-download/windows10
NVIDIA® Nsight™ Visual Studio Editionhttps://developer.nvidia.com/nsight-visual-studio-edition
NVRHI (NVIDIA Rendering Hardware Interface)https://github.com/NVIDIAGameWorks/nvrhi
RTXMU - RTX Memory Utility SDKhttps://github.com/NVIDIAGameWorks/RTXMU
Radeon™ GPU Profilerhttps://gpuopen.com/rgp/
Radeon™ GPU Analyzerhttps://gpuopen.com/rga/
Radeon™ Memory Visualizer (RMV)https://gpuopen.com/rmv/
FNAhttps://fna-xna.github.io/
FAudiohttps://fna-xna.github.io/
XAudio2https://docs.microsoft.com/en-us/windows/win32/xaudio2/xaudio2-introduction
X3DAudiohttps://docs.microsoft.com/en-us/windows/win32/xaudio2/x3daudio-overview
XAPOhttps://docs.microsoft.com/en-us/windows/win32/xaudio2/xapo-overview
XACT3https://en.wikipedia.org/wiki/Cross-platform_Audio_Creation_Tool
Simple DirectMedia Layerhttps://www.libsdl.org/
DXVKhttps://github.com/doitsujin/dxvk
VKD3D-Protonhttps://github.com/HansKristian-Work/vkd3d-proton
RenderDochttps://renderdoc.org
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#computer-vision-development
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/129494417-b0ee8192-ac41-4a6d-8e1d-4761ffc8bab1.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#computer-vision-learning-resources
Computer Visionhttps://azure.microsoft.com/en-us/overview/what-is-computer-vision/
OpenCV Courseshttps://opencv.org/courses/
Exploring Computer Vision in Microsoft Azurehttps://docs.microsoft.com/en-us/learn/paths/explore-computer-vision-microsoft-azure/
Top Computer Vision Courses Online | Courserahttps://www.coursera.org/courses?languages=en&query=computer%20vision
Top Computer Vision Courses Online | Udemyhttps://www.udemy.com/topic/computer-vision/
Learn Computer Vision with Online Courses and Lessons | edXhttps://www.edx.org/learn/computer-vision
Computer Vision and Image Processing Fundamentals | edXhttps://www.edx.org/course/computer-vision-and-image-processing-fundamentals
Introduction to Computer Vision Courses | Udacityhttps://www.udacity.com/course/introduction-to-computer-vision--ud810
Computer Vision Nanodegree program | Udacityhttps://www.udacity.com/course/computer-vision-nanodegree--nd891
Machine Vision Course |MIT Open Courseware https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-801-machine-vision-fall-2004/
Computer Vision Training Courses | NobleProghttps://www.nobleprog.com/computer-vision-training
Visual Computing Graduate Program | Stanford Onlinehttps://online.stanford.edu/programs/visual-computing-graduate-program
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#computer-vision-tools-libraries-and-frameworks
OpenCVhttps://opencv.org
Microsoft Cognitive Toolkit (CNTK)https://docs.microsoft.com/en-us/cognitive-toolkit/
Scikit-Learnhttps://scikit-learn.org/stable/index.html
NVIDIA cuDNNhttps://developer.nvidia.com/cudnn
deep neural networkshttps://developer.nvidia.com/deep-learning
Caffe2https://caffe2.ai/
Chainerhttps://chainer.org/
Kerashttps://keras.io/
MATLABhttps://www.mathworks.com/solutions/deep-learning.html
MxNethttps://mxnet.incubator.apache.org/
PyTorchhttps://pytorch.org/
TensorFlowhttps://www.tensorflow.org/
Automated Driving Toolbox™https://www.mathworks.com/products/automated-driving.html
LRSLibraryhttps://github.com/andrewssobral/lrslibrary
Image Processing Toolbox™https://www.mathworks.com/products/image.html
Computer Vision Toolbox™https://www.mathworks.com/products/computer-vision.html
Statistics and Machine Learning Toolbox™https://www.mathworks.com/products/statistics.html
Lidar Toolbox™https://www.mathworks.com/products/lidar.html
Mapping Toolbox™https://www.mathworks.com/products/mapping.html
UAV Toolboxhttps://www.mathworks.com/products/uav.html
Parallel Computing Toolbox™https://www.mathworks.com/products/matlab-parallel-server.html
Partial Differential Equation Toolbox™https://www.mathworks.com/products/pde.html
ROS Toolboxhttps://www.mathworks.com/products/ros.html
Robotics Toolbox™https://www.mathworks.com/products/robotics.html
Deep Learning Toolbox™https://www.mathworks.com/products/deep-learning.html
Reinforcement Learning Toolbox™https://www.mathworks.com/products/reinforcement-learning.html
Deep Learning HDL Toolbox™https://www.mathworks.com/products/deep-learning-hdl.html
Model Predictive Control Toolbox™https://www.mathworks.com/products/model-predictive-control.html
Vision HDL Toolbox™https://www.mathworks.com/products/vision-hdl.html
Microsoft AirSimhttps://microsoft.github.io/AirSim/lidar.html
software-in-the-loop simulationhttps://www.mathworks.com/help///ecoder/software-in-the-loop-sil-simulation.html
hardware-in-loophttps://www.ni.com/en-us/innovations/white-papers/17/what-is-hardware-in-the-loop-.html
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#photogrammetry-development
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/129494677-0341843b-c78c-4027-8a2c-43e98a995f6f.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#photogrammetry-learning-resources
Photogrammetryhttps://www.autodesk.com/solutions/photogrammetry-software
Aerial photogrammetryhttps://www.autodesk.com/solutions/photogrammetry-software
Terrestrial(Close-range) photogrammetryhttps://www.autodesk.com/solutions/photogrammetry-software
Top Photogrammetry Courses Online | Udemyhttps://www.udemy.com/topic/photogrammetry/
Photogrammetry With Drones: In Mapping Technology | Udemyhttps://www.udemy.com/course/essentials-of-photogrammetry/
Introduction to Photogrammetry Course | Courserahttps://www.coursera.org/lecture/aerial-photography-with-uav/introduction-to-photogrammetry-KyP30
Photogrammetry Online Classes and Training | Linkedin Learninghttps://www.linkedin.com/learning/search?keywords=Photogrammetry&upsellOrderOrigin=default_guest_learning&trk=learning-course_learning-search-bar_search-submit
Pix4D training and certification for mapping professionalshttps://training.pix4d.com/
Drone mapping and photogrammetry workshops with Pix4Dhttps://training.pix4d.com/pages/workshops
Digital Photogrammetric Systems Course | Purdue Online Learninghttps://engineering.purdue.edu/online/courses/digital-photogrammetric-systems
Photogrammetry Training | Deep3D Photogrammetryhttps://deep3d.co.uk/photogrammetry-training/
ASPRS Certification Programhttps://www.asprs.org/certification
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#photogrammetry-tools-libraries-and-frameworks
Autodesk® ReCap™https://www.autodesk.com/products/recap/free-trial
Autodesk® ReCap™ Photohttp://blogs.autodesk.com/recap/introducing-recap-photo/
Pix4Dhttps://www.pix4d.com/
PIX4Dmapperhttps://www.pix4d.com/product/pix4dmapper-photogrammetry-software
RealityCapturehttps://www.capturingreality.com/
Adobe Scantastichttps://labs.adobe.com/projects/scantastic/
Adobe Dimensionhttps://www.adobe.com/products/dimension.html
Adobe Aerohttps://www.adobe.com/products/aero.html
Adobe Aerohttps://www.adobe.com/products/aero.html
Agisoft Metashapehttps://www.agisoft.com/
MicroStationhttps://www.bentley.com/en/products/brands/microstation
Leica Photogrammetry Suite (LPS)https://support.hexagonsafetyinfrastructure.com/infocenter/index?page=product&facRef=LPS&facDisp=Leica%20Photogrammetry%20Suite%20(LPS)&landing=1
Terramodelhttps://heavyindustry.trimble.com/products/terramodel
MicMachttps://github.com/micmacIGN/micmac
https://www.3dflow.net/3df-zephyr-photogrammetry-software/https://www.3dflow.net/3df-zephyr-photogrammetry-software/
COLMAPhttps://colmap.github.io/
Multi-View Environment (MVE)https://www.gcc.tu-darmstadt.de/home/proj/mve/
AliceVisionhttps://github.com/alicevision/AliceVision
Meshroomhttps://github.com/alicevision/meshroom
PhotoModelerhttps://www.photomodeler.com/
ODMhttps://www.opendronemap.org/odm/
WebODMhttps://www.opendronemap.org/webodm/
ODMhttps://github.com/OpenDroneMap/ODM
MicMachttps://github.com/dronemapper-io/NodeMICMAC/
NodeODMhttps://www.opendronemap.org/nodeodm/
standard API specificationhttps://github.com/OpenDroneMap/NodeODM/blob/master/docs/index.adoc
ODMhttps://github.com/OpenDroneMap/ODM
WebODMhttps://github.com/OpenDroneMap/WebODM
CloudODMhttps://github.com/OpenDroneMap/CloudODM
PyODMhttps://github.com/OpenDroneMap/PyODM
https://www.opendronemap.org/clusterodm/https://www.opendronemap.org/clusterodm/
FIELDimageRhttps://www.opendronemap.org/fieldimager/
Regard3Dhttps://www.regard3d.org/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#geometric-optics
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/127784685-dfeb8063-7bf2-4420-9610-41c05a0b5d4d.png
sdsu-physicshttps://sdsu-physics.org/physics180/physics180B/Topics/light/raytracing.html
https://user-images.githubusercontent.com/45159366/127784688-5ecef6ad-3520-41fd-a206-e675ca3a1f5b.png
sdsu-physicshttps://sdsu-physics.org/physics180/physics180B/Topics/light/raytracing.html
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#autodesk-development
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/122687186-060c4b00-d1ca-11eb-9e90-f51a3ebf4e43.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#autodesk-learning-resources
Autodeskhttps://www.autodesk.com/
CNC programming (Computer Numerical Control Programming)https://www.autodesk.com/solutions/cnc-programming
AutoDesk Learning & Traininghttps://www.autodesk.com/training
Autodesk Certificationhttps://www.autodesk.com/certification/overview
Autodesk Universityhttps://www.autodesk.com/autodesk-university/
Autodesk Design Academyhttps://academy.autodesk.com/
Autodesk Customer Success Hubhttps://customersuccess.autodesk.com
Software and Services for Education | Autodesk Educationhttps://www.autodesk.com/education/home
AutoDesk Forumshttps://forums.autodesk.com
AutoDesk Developer Networkhttps://www.autodesk.com/developer-network/overview
Learning Civil 3D on Autodesk Knowledge Networkhttps://knowledge.autodesk.com/support/civil-3d/learn
Top Autodesk Courses on Udemyhttps://www.udemy.com/topic/autodesk/
Top Autodesk Courses on Courserahttps://www.coursera.org/autodesk
Top Autodesk Fusion 360 Courses on Courserahttps://www.coursera.org/courses?query=autodesk%20fusion%20360&page=1
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#autodesk-tools-and-frameworks
AutoCAD®https://www.autodesk.com/products/autocad/overview
AutoCAD LT®https://www.autodesk.com/products/autocad-lt/overview
AutoCAD® Mobile Apphttps://www.autodesk.com/products/autocad-mobile/overview
AutoCAD® Web Apphttps://www.autodesk.com/products/autocad-web-app/overview
https://user-images.githubusercontent.com/45159366/122687196-0ad0ff00-d1ca-11eb-87d8-6a1e806dcd4c.png
Autodeskhttps://www.autodesk.com/products/autocad/overview
https://user-images.githubusercontent.com/45159366/122687204-13293a00-d1ca-11eb-806b-57a3526b0b75.png
Autodeskhttps://www.autodesk.com/products/autocad/overview
https://user-images.githubusercontent.com/45159366/122687201-10c6e000-d1ca-11eb-99b4-90dec581f163.png
Autodeskhttps://www.autodesk.com/products/autocad/overview
Tinkercad®https://www.tinkercad.com
Revit®https://www.autodesk.com/products/revit/overview
AEC(Architecture, Engineering & Construction) Collection®https://www.autodesk.com/collections/architecture-engineering-construction/overview
Fusion 360®https://www.autodesk.com/products/fusion-360/overview
https://user-images.githubusercontent.com/45159366/122687501-98f9b500-d1cb-11eb-807b-20d24da14fc1.png
Autodeskhttps://www.autodesk.com/products/fusion-360/features
Fusion 360 with FeatureCAM®https://www.autodesk.com/products/featurecam/overview
Fusion 360 with Netfabb®https://www.autodesk.com/products/netfabb/overview
Fusion 360 Managehttps://www.autodesk.com/products/fusion-360-manage/overview
Fusion Teamhttps://fusionteam.autodesk.com/
Fusion 360 with PowerInspect®https://www.autodesk.com/products/powerinspect/overview
Fusion 360 with PowerMill® CAMhttps://www.autodesk.com/products/powermill/overview
https://user-images.githubusercontent.com/45159366/122687213-1f14fc00-d1ca-11eb-931e-79c7c5c58ce9.png
Autodeskhttps://www.autodesk.com/products/powermill/overview
Fusion 360 with PowerShape®https://www.autodesk.com/products/powershape/overview
Autodesk PartMaker®https://www.autodesk.com/solutions/manufacturing-software/swiss-machining
Robot Structural Analysis Professionalhttps://www.autodesk.com/products/robot-structural-analysis/overview
Revit LT™https://www.autodesk.com/products/revit-lt/overview
Maya®https://www.autodesk.com/products/maya/overview
Maya LT™https://www.autodesk.com/products/maya-lt/overview
https://user-images.githubusercontent.com/45159366/122687226-2a682780-d1ca-11eb-9408-4b32ddc7d493.png
Autodeskhttps://www.autodesk.com/products/maya/overview
3DS Max®https://www.autodesk.com/products/3ds-max/overview
https://user-images.githubusercontent.com/45159366/122687233-3358f900-d1ca-11eb-8e9c-0cb68b16db0e.png
Autodeskhttps://www.autodesk.com/products/3ds-max/overview
Arnoldhttps://www.autodesk.com/products/arnold/overview
ReCap™https://www.autodesk.com/products/recap/overview
Flame®https://www.autodesk.com/products/flame/overview
Mudbox®https://www.autodesk.com/products/mudbox/overview
https://user-images.githubusercontent.com/45159366/122687228-2e944500-d1ca-11eb-894e-b55e15c35620.png
Autodeskhttps://www.autodesk.com/products/mudbox/overview
Character Generator®https://www.autodesk.com/products/character-generator/overview
Smoke®https://www.autodesk.com/products/smoke/overview
ShotGridhttps://www.autodesk.com/products/shotgrid/overview
Advance Steel®https://www.autodesk.com/products/advance-steel/overview
Media & Entertainment Collection®https://www.autodesk.com/collections/media-entertainment/overview
Civil 3D®https://www.autodesk.com/products/civil-3d/overview
Inventor®https://www.autodesk.com/products/inventor/overview
https://user-images.githubusercontent.com/45159366/122687217-24724680-d1ca-11eb-9768-0fbcba5a0d41.png
Autodeskhttps://www.autodesk.com/products/inventor/overview
Inventor® CAMhttps://www.autodesk.com/products/inventor-cam/overview
Inventor Nastran®https://www.autodesk.com/products/inventor-nastran/overview
Inventor® Nestinghttps://www.autodesk.com/products/inventor-nesting/overview
Inventor Tolerance Analysis®https://www.autodesk.com/products/inventor-tolerance-analysis/overview
Product Design & Manufacturing Collectionhttps://www.autodesk.com/collections/product-design-manufacturing/overview
Navisworks®https://www.autodesk.com/products/navisworks/overview
https://user-images.githubusercontent.com/45159366/122687230-2f2cdb80-d1ca-11eb-9bcf-5dc2fb858d7d.png
Autodeskhttps://www.autodesk.com/products/navisworks/overview
BIM Collaboratehttps://www.autodesk.com/products/bim-collaborate/overview
BIM Collaborate Prohttps://www.autodesk.com/products/bim-collaborate/overview
InfraWorks®https://www.autodesk.com/products/infraworks/overview
SketchBook®https://www.autodesk.com/products/sketchbook/overview
Alias®https://www.autodesk.com/products/alias-products/overview
Assemble BIM Datahttps://construction.autodesk.com/products/assemble/
Autodesk® Forgehttps://forge.autodesk.com
Autodesk® Renderinghttps://www.autodesk.com/products/rendering/overview
Autodesk® CFDhttps://www.autodesk.com/products/cfd/overview
Autodesk® Drivehttps://www.autodesk.com/subscription/drive
Autodesk® Viewerhttps://www.autodesk.com/viewers
Autodesk BIM 360®https://www.autodesk.com/bim-360/
Autodesk® Buildhttps://construction.autodesk.com/products/autodesk-build/
Autodesk® Takeoffhttps://construction.autodesk.com/products/autodesk-takeoff/
BuildingConnectedhttps://www.buildingconnected.com
Bid Board Prohttps://www.buildingconnected.com/bid-board/
TradeTapphttps://www.buildingconnected.com/tradetapp/
Design Reviewhttps://www.autodesk.com/products/design-review/overview
free DWG TrueView softwarehttps://www.autodesk.com/products/dwg/viewers
EAGLEhttps://www.autodesk.com/products/eagle/overview
Fabrication ESTmep™, CADmep™, and CAMduct™https://www.autodesk.com/products/fabrication/overview
Formithttps://www.autodesk.com/products/formit/overview
Helius Compositehttps://www.autodesk.com/products/helius-composite/overview
Helius PFAhttps://www.autodesk.com/products/helius-pfa/overview
HSMWorkshttps://www.autodesk.com/products/hsmworks/overview
SOLIDWORKS®https://www.solidworks.com/
Insighthttps://www.autodesk.com/products/insight/overview
Moldflow®https://www.autodesk.com/products/moldflow/overview
MotionBuilder®https://www.autodesk.com/products/motionbuilder/overview
PlanGrid Buildhttps://construction.autodesk.com/products/autodesk-plangrid-build/?pgr=1
Point Layouthttps://www.autodesk.com/products/point-layout/overview
Structural Bridge Design®https://www.autodesk.com/products/structural-bridge-design/overview
Vault®https://www.autodesk.com/products/vault/overview
Vehicle Tracking®https://www.autodesk.com/products/vehicle-tracking/overview
VRED®https://www.autodesk.com/products/vred/overview
Within Medical®https://www.autodesk.com/products/within-medical/overview
Pypehttps://construction.autodesk.com/products/pype/
Pype Closeouthttps://pype.io/closeout/
Pype SmartPlanshttps://pype.io/smartplans/
CAMpletehttps://www.autodesk.com/products/camplete/overview
Vault PLMhttps://www.autodesk.com/products/vault-plm/overview
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#lidar-development
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/121950812-f5ae2900-cd0e-11eb-8989-9188bd18a68c.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#lidar-learning-resources
Introduction to Lidar Course - NOAAhttps://coast.noaa.gov/digitalcoast/training/intro-lidar.html
Lidar 101:An Introduction to Lidar Technology, Data, and Applications(PDF) - NOAAhttps://coast.noaa.gov/data/digitalcoast/pdf/lidar-101.pdf
Understanding LiDAR Technologies - GIS Loungehttps://www.gislounge.com/understanding-lidar-technologies/
LiDAR University Free Lidar Training Courses on MODUS AIhttps://www.modus-ai.com/lidar-university-2/
LiDAR | Learning Plan on ERSIhttps://www.esri.com/training/catalog/5bccd52a6e9c0f01fb49e85d/lidar/#!
Light Detection and Ranging Sensors Course on Courserahttps://www.coursera.org/lecture/state-estimation-localization-self-driving-cars/lesson-1-light-detection-and-ranging-sensors-3NXgp
Quick Introduction to Lidar and Basic Lidar Tools(PDF)https://training.fws.gov/courses/references/tutorials/geospatial/CSP7304/documents/Lidar.pdf
LIDAR - GIS Wikihttp://wiki.gis.com/wiki/index.php/Lidar
OpenStreetMap Wikihttps://wiki.openstreetmap.org/wiki/Main_Page
OpenStreetMap Frameworkshttps://wiki.openstreetmap.org/wiki/Frameworks
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#lidar-tools--frameworks
Light Detection and Ranging (lidar)https://www.usgs.gov/news/earthword-lidar
https://user-images.githubusercontent.com/45159366/121950840-fe9efa80-cd0e-11eb-9a12-57c4799d63b5.png
USGShttps://www.usgs.gov/core-science-systems/ngp/tnm-delivery
Molahttps://docs.mola-slam.org/latest/
https://user-images.githubusercontent.com/45159366/121950850-01015480-cd0f-11eb-9fa6-1f93d6d87cd1.gif
MOLAhttps://docs.mola-slam.org/latest/demo-kitti-lidar-slam.html
Lidar Toolbox™https://www.mathworks.com/products/lidar.html
Automated Driving Toolbox™https://www.mathworks.com/products/automated-driving.html
Microsoft AirSimhttps://microsoft.github.io/AirSim/lidar.html
software-in-the-loop simulationhttps://www.mathworks.com/help///ecoder/software-in-the-loop-sil-simulation.html
hardware-in-loophttps://www.ni.com/en-us/innovations/white-papers/17/what-is-hardware-in-the-loop-.html
https://user-images.githubusercontent.com/45159366/121950853-02328180-cd0f-11eb-9459-1b31d084bd3f.png
Microsofthttps://microsoft.github.io/AirSim
LASer(LAS)https://www.asprs.org/divisions-committees/lidar-division/laser-las-file-format-exchange-activities
3D point cloudhttps://www.onyxscan-lidar.com/point-cloud/
ArcGIS Desktophttps://www.esri.com/en-us/arcgis/products/arcgis-desktop/overview
USGS 3DEP Lidar Point Cloud Now Available as Amazon Public Datasethttps://www.usgs.gov/news/usgs-3dep-lidar-point-cloud-now-available-amazon-public-dataset
National Geospatial Programhttps://www.usgs.gov/core-science-systems/national-geospatial-program
National Map Data Download and Visualization Serviceshttps://www.usgs.gov/core-science-systems/ngp/tnm-delivery
USGS Lidar Base Specification(LBS) online editionhttps://www.usgs.gov/core-science-systems/ngp/ss/lidar-base-specification-online
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#linear-algebra
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/124998626-9a1b4680-e001-11eb-9a49-1e97604e8a10.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#linear-algebra-learning-resources
Linear algebrahttps://en.wikipedia.org/wiki/Linear_algebra
Linear Algebra - Online Courses | Harvard Universityhttps://online-learning.harvard.edu/course/linear-algebra
Linear Algebra | MIT Open Learning Libraryhttps://openlearninglibrary.mit.edu/courses/course-v1:OCW+18.06SC+2T2019/about
Linear Algebra - Khan Academyhttps://www.khanacademy.org/math/linear-algebra
Top Linear Algebra Courses on Courserahttps://www.coursera.org/courses?query=linear%20algebra
Mathematics for Machine Learning: Linear Algebra on Courserahttps://www.coursera.org/learn/linear-algebra-machine-learning
Top Linear Algebra Courses on Udemyhttps://www.udemy.com/topic/linear-algebra/
Learn Linear Algebra with Online Courses and Classes on edXhttps://www.edx.org/learn/linear-algebra
The Math of Data Science: Linear Algebra Course on edXhttps://www.edx.org/course/math-of-data-science-linear-algebra
Linear Algebra in Twenty Five Lectures | UC Davishttps://www.math.ucdavis.edu/~linear/linear.pdf
Linear Algebra | UC San Diego Extensionhttps://extension.ucsd.edu/courses-and-programs/linear-algebra-1
Linear Algebra for Machine Learning | UC San Diego Extensionhttps://extension.ucsd.edu/courses-and-programs/linear-algebra-for-machine-learning
Introduction to Linear Algebra, Interactive Online Video | Wolframhttp://www.wolfram.com/wolfram-u/introduction-to-linear-algebra/
Linear Algebra Resources | Dartmouthhttps://math.dartmouth.edu/~trs/linear-algebra-resources.php
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#defintions
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#i-vector-operations
https://user-images.githubusercontent.com/45159366/124398163-26a7cb00-dcc9-11eb-9b70-3452d50762c5.png
slideservehttps://www.slideserve.com/krystal/streaming-simd-extension-sse
https://user-images.githubusercontent.com/45159366/124399554-fbc17500-dcd0-11eb-96b0-c31df664425a.png
pinteresthttps://www.pinterest.com/pin/41799102767414798/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#ii-matrix-operations
https://user-images.githubusercontent.com/45159366/124398167-2ad3e880-dcc9-11eb-9455-9b0c3c6171cd.png
SDSU Physicshttps://sdsu-physics.org/math/pages/435_LA_ch2.html
https://user-images.githubusercontent.com/45159366/124398169-2c051580-dcc9-11eb-934a-71c691325062.png
DPS Conceptshttps://dspconcepts.com/forums/audio-weaver-designer/347-check-modules-allow-matrix-operations
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#iii-matrix-vector-product
https://user-images.githubusercontent.com/45159366/124398176-36bfaa80-dcc9-11eb-82c9-641f9ddd8563.png
wikimediahttps://commons.wikimedia.org/wiki/File:Matrix_vector_product_qtl1.svg
https://user-images.githubusercontent.com/45159366/124398178-38896e00-dcc9-11eb-94c4-2b2fa7499989.png
mathisfunhttps://www.mathsisfun.com/algebra/scalar-vector-matrix.html
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#iv-linear-transformations
https://user-images.githubusercontent.com/45159366/124398182-3fb07c00-dcc9-11eb-815a-d31e591fe218.png
slideservehttps://www.slideserve.com/hall-cobb/chap-6-linear-transformations
https://user-images.githubusercontent.com/45159366/124398184-40e1a900-dcc9-11eb-90e9-36031124610f.png
Quorahttps://www.quora.com/What-is-a-linear-transformation
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#v-fundamental-vector-spaces
https://user-images.githubusercontent.com/45159366/124398197-4fc85b80-dcc9-11eb-9abc-3741bda9b63e.png
wikimediahttps://en.wikipedia.org/wiki/Fundamental_theorem_of_linear_algebra
https://user-images.githubusercontent.com/45159366/124398199-50f98880-dcc9-11eb-8fd0-994dc48f62d6.png
wolframhttps://mathworld.wolfram.com/FundamentalTheoremofLinearAlgebra.html
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#computational-linear-algebra
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#i-solving-systems-of-equations
https://user-images.githubusercontent.com/45159366/124398355-307dfe00-dcca-11eb-8668-ba037de5aca5.png
slidesharehttps://www.slideshare.net/JITENDRATHAKOR/systems-of-linear-equations-43550732
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#ii-systems-of-equations-as-matrix-equations
https://user-images.githubusercontent.com/45159366/124398360-34118500-dcca-11eb-94eb-81ee66a9dc8a.png
mathisfunhttps://www.mathsisfun.com/algebra/systems-linear-equations-matrices.html?ref=binfind.com%2Fweb
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#computing-the-inverse-of-a-matrix
https://user-images.githubusercontent.com/45159366/124398409-71761280-dcca-11eb-9add-d105af886569.png
pinteresthttps://www.pinterest.com/pin/375276581446966518/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#i-using-row-operations
https://user-images.githubusercontent.com/45159366/124398532-0c6eec80-dccb-11eb-9c82-6a65916fa43a.png
YouTubehttp://www.youtube.com/watch?v=DH2JSYx52nk
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#ii-using-elementary-matrices
https://user-images.githubusercontent.com/45159366/124398426-83f04c00-dcca-11eb-8dde-54deedff30f7.png
SDSU Physicshttp://sdsu-physics.org/math/pages/435_LA_ch2.html
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#iii-transpose-of-a-matrix
https://user-images.githubusercontent.com/45159366/124398574-34f6e680-dccb-11eb-8112-ca77aad96004.png
slideservehttps://www.slideserve.com/jaimin/matrix-inverse-and-transpose
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#other-linear-topics
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#i-basis
https://user-images.githubusercontent.com/45159366/124398635-a040b880-dccb-11eb-8d5f-0e6ec65b742d.png
wikimediahttps://en.wikipedia.org/wiki/Basis_(linear_algebra)
https://user-images.githubusercontent.com/45159366/124398636-a171e580-dccb-11eb-8a40-8e6a9e24b6af.png
wikimediahttps://en.wikipedia.org/wiki/Change_of_basis
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#ii-matrix-representations-of-linear-transformations
https://user-images.githubusercontent.com/45159366/124398653-b9e20000-dccb-11eb-8985-1d203f52f131.png
slideservehttps://www.slideserve.com/sylvie/two-dimensional-geometric-transformations
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#iii-dimension-and-basis-for-vector-spaces
https://user-images.githubusercontent.com/45159366/124398664-c5352b80-dccb-11eb-866e-61808bcf953d.png
sliderservehttps://www.slideserve.com/kalil/chapter-3-vector-space
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#iv-row-space-columns-space-and-rank-of-a-matrix
https://user-images.githubusercontent.com/45159366/124398677-d67e3800-dccb-11eb-8052-dfd1b01920fd.png
slidesharehttps://www.slideshare.net/VishveshJasani/row-space-column-space-null-space-rank-nullity
https://user-images.githubusercontent.com/45159366/124398679-d8e09200-dccb-11eb-8707-e340933063d4.png
slidesharehttp://www.slideshare.net/RonakMachhi/null-space-rank-and-nullity-theorem
https://user-images.githubusercontent.com/45159366/124398681-d9792880-dccb-11eb-8c6f-0c483cf860a4.png
slidesharehttps://www.slideshare.net/VishveshJasani/row-space-column-space-null-space-rank-nullity
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#v-invertible-matrix-theorem
https://user-images.githubusercontent.com/45159366/124398692-e6961780-dccb-11eb-98d9-dae7199a6365.png
SDSU Physicshttps://sdsu-physics.org/math/pages/435_LA_ch2.html
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#vi-determinants
https://user-images.githubusercontent.com/45159366/124398703-f9105100-dccb-11eb-8d4e-e6db343304ec.png
stackexchangehttps://math.stackexchange.com/questions/1354148/proving-the-formula-for-finding-the-determinant-of-a-square-matrix
https://user-images.githubusercontent.com/45159366/124398705-fa417e00-dccb-11eb-8d1f-0cbf01d77f3d.png
onlinemathlearninghttps://www.onlinemathlearning.com/matrix-determinants.html
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#vii-eigenvalues-and-eigenvectors
https://user-images.githubusercontent.com/45159366/124398717-03cae600-dccc-11eb-86f2-72a816b9231a.png
YouTubehttps://www.youtube.com/watch?v=xyhaYHGZN-w
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#viii-linear-regression
Linear regressionhttps://en.wikipedia.org/wiki/Linear_regression
https://user-images.githubusercontent.com/45159366/124398722-0af1f400-dccc-11eb-9ac7-1de7c6e43ff5.png
Mediumhttps://medium.com/@subarna.lamsal1/multiple-linear-regression-sklearn-and-statsmodels-798750747755
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#algorithms
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
Fuzzy logichttps://www.investopedia.com/terms/f/fuzzy-logic.asp
https://user-images.githubusercontent.com/45159366/123861872-858dce80-d8dc-11eb-9a2c-51205d1541e9.png
ResearchGatehttps://www.researchgate.net/figure/Architecture-of-a-fuzzy-logic-system_fig2_309452475
Support Vector Machine (SVM)https://web.stanford.edu/~hastie/MOOC-Slides/svm.pdf
https://user-images.githubusercontent.com/45159366/123858065-ec5cb900-d8d7-11eb-81c5-c6a8feefa84f.png
OpenClipArthttps://openclipart.org/detail/182977/svm-support-vector-machines
Neural networkshttps://www.ibm.com/cloud/learn/neural-networks
https://user-images.githubusercontent.com/45159366/123858036-e5ce4180-d8d7-11eb-8c52-43d7c7e6e3c4.png
IBMhttps://www.ibm.com/cloud/learn/neural-networks
Convolutional Neural Networks (R-CNN)https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-convolutional-neural-networks
https://user-images.githubusercontent.com/45159366/123858026-e36be780-d8d7-11eb-9034-8859d6f09490.png
CS231nhttps://cs231n.github.io/convolutional-networks/#conv
Recurrent neural networks (RNNs)https://www.ibm.com/cloud/learn/recurrent-neural-networks
https://user-images.githubusercontent.com/45159366/123858062-ebc42280-d8d7-11eb-9252-97e058bda8bd.png
Slideteamhttps://www.slideteam.net/recurrent-neural-networks-rnns-ppt-powerpoint-presentation-file-templates.html
Multilayer Perceptrons (MLPs)https://deepai.org/machine-learning-glossary-and-terms/multilayer-perceptron
perceptronshttps://en.wikipedia.org/wiki/Perceptron
https://user-images.githubusercontent.com/45159366/123858053-e8c93200-d8d7-11eb-844c-60463ecf662c.png
DeepAIhttps://deepai.org/machine-learning-glossary-and-terms/multilayer-perceptron
Random foresthttps://www.ibm.com/cloud/learn/random-forest
https://user-images.githubusercontent.com/45159366/124398881-fe21d000-dccc-11eb-8f5f-0a0730d85d55.png
wikimediahttps://community.tibco.com/wiki/random-forest-template-tibco-spotfirer-wiki-page
Decision treeshttps://www.cs.cmu.edu/~bhiksha/courses/10-601/decisiontrees/
https://user-images.githubusercontent.com/45159366/124398883-ffeb9380-dccc-11eb-9adb-66729a353132.png
CMUhttp://www.cs.cmu.edu/~bhiksha/courses/10-601/decisiontrees/
Naive Bayeshttps://en.wikipedia.org/wiki/Naive_Bayes_classifier
Bayes' theoremhttps://www.mathsisfun.com/data/bayes-theorem.html
https://user-images.githubusercontent.com/45159366/124398885-00842a00-dccd-11eb-89c1-bd4c1adbf305.png
mathisfunhttps://www.mathsisfun.com/data/bayes-theorem.html
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#machine-learning
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/96352527-ad077880-1078-11eb-98b7-da1c0586cf0e.png
https://user-images.githubusercontent.com/45159366/105645196-dccfd480-5e4e-11eb-95d1-c5eb560b72fd.jpeg
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#learning-resources-for-ml
Machine Learninghttps://www.ibm.com/cloud/learn/machine-learning
Machine Learning by Stanford University from Courserahttps://www.coursera.org/learn/machine-learning
AWS Training and Certification for Machine Learning (ML) Courseshttps://aws.amazon.com/training/learning-paths/machine-learning/
Machine Learning Scholarship Program for Microsoft Azure from Udacityhttps://www.udacity.com/scholarships/machine-learning-scholarship-microsoft-azure
Microsoft Certified: Azure Data Scientist Associatehttps://docs.microsoft.com/en-us/learn/certifications/azure-data-scientist
Microsoft Certified: Azure AI Engineer Associatehttps://docs.microsoft.com/en-us/learn/certifications/azure-ai-engineer
Azure Machine Learning training and deploymenthttps://docs.microsoft.com/en-us/azure/devops/pipelines/targets/azure-machine-learning
Learning Machine learning and artificial intelligence from Google Cloud Traininghttps://cloud.google.com/training/machinelearning-ai
Machine Learning Crash Course for Google Cloudhttps://developers.google.com/machine-learning/crash-course/
JupyterLabhttps://jupyterlab.readthedocs.io/
Scheduling Jupyter notebooks on Amazon SageMaker ephemeral instanceshttps://aws.amazon.com/blogs/machine-learning/scheduling-jupyter-notebooks-on-sagemaker-ephemeral-instances/
How to run Jupyter Notebooks in your Azure Machine Learning workspacehttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-run-jupyter-notebooks
Machine Learning Courses Online from Udemyhttps://www.udemy.com/topic/machine-learning/
Machine Learning Courses Online from Courserahttps://www.coursera.org/courses?query=machine%20learning&
Learn Machine Learning with Online Courses and Classes from edXhttps://www.edx.org/learn/machine-learning
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#ml-frameworks-libraries-and-tools
TensorFlowhttps://www.tensorflow.org
Kerashttps://keras.io
PyTorchhttps://pytorch.org
Amazon SageMakerhttps://aws.amazon.com/sagemaker/
Azure Databrickshttps://azure.microsoft.com/en-us/services/databricks/
Microsoft Cognitive Toolkit (CNTK)https://docs.microsoft.com/en-us/cognitive-toolkit/
Apple CoreMLhttps://developer.apple.com/documentation/coreml
Tensorflow_macOShttps://github.com/apple/tensorflow_macos
Apache OpenNLPhttps://opennlp.apache.org/
Named Entity Recognitionhttps://en.wikipedia.org/wiki/Named-entity_recognition
Sentence Detectionhttps://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide/blob/main
POS(Part-Of-Speech) tagginghttps://en.wikipedia.org/wiki/Part-of-speech_tagging
Tokenizationhttps://en.wikipedia.org/wiki/Tokenization_(data_security)
Feature extractionhttps://en.wikipedia.org/wiki/Feature_extraction
Chunkinghttps://en.wikipedia.org/wiki/Chunking_(psychology)
Parsinghttps://en.wikipedia.org/wiki/Parsing
Coreference resolutionhttps://en.wikipedia.org/wiki/Coreference
Apache Airflowhttps://airflow.apache.org
Open Neural Network Exchange(ONNX)https://github.com/onnx
Apache MXNethttps://mxnet.apache.org/
AutoGluonhttps://autogluon.mxnet.io/index.html
Anacondahttps://www.anaconda.com/
PlaidMLhttps://github.com/plaidml/plaidml
OpenCVhttps://opencv.org
Scikit-Learnhttps://scikit-learn.org/stable/index.html
Wekahttps://www.cs.waikato.ac.nz/ml/weka/
Caffehttps://github.com/BVLC/caffe
Theanohttps://github.com/Theano/Theano
nGraphhttps://github.com/NervanaSystems/ngraph
NVIDIA cuDNNhttps://developer.nvidia.com/cudnn
deep neural networkshttps://developer.nvidia.com/deep-learning
Caffe2https://caffe2.ai/
Chainerhttps://chainer.org/
Kerashttps://keras.io/
MATLABhttps://www.mathworks.com/solutions/deep-learning.html
MxNethttps://mxnet.incubator.apache.org/
PyTorchhttps://pytorch.org/
TensorFlowhttps://www.tensorflow.org/
Jupyter Notebookhttps://jupyter.org/
Apache Sparkhttps://spark.apache.org/
Apache Spark Connector for SQL Server and Azure SQLhttps://github.com/microsoft/sql-spark-connector
Apache PredictionIOhttps://predictionio.apache.org/
Cluster Manager for Apache Kafka(CMAK)https://github.com/yahoo/CMAK
Apache Kafkahttps://kafka.apache.org/
BigDLhttps://bigdl-project.github.io/
Eclipse Deeplearning4J (DL4J)https://deeplearning4j.konduit.ai/
Tensormanhttps://github.com/pop-os/tensorman
System76https://system76.com
Numbahttps://github.com/numba/numba
Chainerhttps://chainer.org/
CuPyhttps://github.com/cupy/cupy
XGBoosthttps://xgboost.readthedocs.io/
cuMLhttps://github.com/rapidsai/cuml
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#deep-learning
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/133943699-6dcfcb40-ddf7-4501-86e0-41e8aee91fe2.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#deep-learning-learning-resources
Deep Learninghttps://www.ibm.com/cloud/learn/deep-learning
supervisedhttps://en.wikipedia.org/wiki/Supervised_learning
semi-supervisedhttps://en.wikipedia.org/wiki/Semi-supervised_learning
unsupervisedhttps://en.wikipedia.org/wiki/Unsupervised_learning
Deep Learning Online Courses | NVIDIAhttps://www.nvidia.com/en-us/training/online/
Top Deep Learning Courses Online | Courserahttps://www.coursera.org/courses?query=deep%20learning
Top Deep Learning Courses Online | Udemyhttps://www.udemy.com/topic/deep-learning/
Learn Deep Learning with Online Courses and Lessons | edXhttps://www.edx.org/learn/deep-learning
Deep Learning Online Course Nanodegree | Udacityhttps://www.udacity.com/course/deep-learning-nanodegree--nd101
Machine Learning Course by Andrew Ng | Courserahttps://www.coursera.org/learn/machine-learning
Machine Learning Engineering for Production (MLOps) course by Andrew Ng | Courserahttps://www.coursera.org/specializations/machine-learning-engineering-for-production-mlops
Data Science: Deep Learning and Neural Networks in Python | Udemyhttps://www.udemy.com/course/data-science-deep-learning-in-python/
Understanding Machine Learning with Python | Pluralsight https://www.pluralsight.com/courses/python-understanding-machine-learning
How to Think About Machine Learning Algorithms | Pluralsighthttps://www.pluralsight.com/courses/machine-learning-algorithms
Deep Learning Courses | Stanford Onlinehttps://online.stanford.edu/courses/cs230-deep-learning
Deep Learning - UW Professional & Continuing Educationhttps://www.pce.uw.edu/courses/deep-learning
Deep Learning Online Courses | Harvard Universityhttps://online-learning.harvard.edu/course/deep-learning-0
Machine Learning for Everyone Courses | DataCamphttps://www.datacamp.com/courses/introduction-to-machine-learning-with-r
Artificial Intelligence Expert Course: Platinum Edition | Udemyhttps://www.udemy.com/course/artificial-intelligence-exposed-future-10-extreme-edition/
Top Artificial Intelligence Courses Online | Courserahttps://www.coursera.org/courses?query=artificial%20intelligence
Learn Artificial Intelligence with Online Courses and Lessons | edXhttps://www.edx.org/learn/artificial-intelligence
Professional Certificate in Computer Science for Artificial Intelligence | edXhttps://www.edx.org/professional-certificate/harvardx-computer-science-for-artifical-intelligence
Artificial Intelligence Nanodegree programhttps://www.udacity.com/course/ai-artificial-intelligence-nanodegree--nd898
Artificial Intelligence (AI) Online Courses | Udacityhttps://www.udacity.com/school-of-ai
Intro to Artificial Intelligence Course | Udacityhttps://www.udacity.com/course/intro-to-artificial-intelligence--cs271
Edge AI for IoT Developers Course | Udacityhttps://www.udacity.com/course/intel-edge-ai-for-iot-developers-nanodegree--nd131
Reasoning: Goal Trees and Rule-Based Expert Systems | MIT OpenCourseWarehttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/lecture-videos/lecture-3-reasoning-goal-trees-and-rule-based-expert-systems/
Expert Systems and Applied Artificial Intelligencehttps://www.umsl.edu/~joshik/msis480/chapt11.htm
Autonomous Systems - Microsoft AIhttps://www.microsoft.com/en-us/ai/autonomous-systems
Introduction to Microsoft Project Bonsaihttps://docs.microsoft.com/en-us/learn/autonomous-systems/intro-to-project-bonsai/
Machine teaching with the Microsoft Autonomous Systems platformhttps://docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/autonomous-systems
Autonomous Maritime Systems Training | AMC Searchhttps://www.amcsearch.com.au/ams-training
Top Autonomous Cars Courses Online | Udemyhttps://www.udemy.com/topic/autonomous-cars/
Applied Control Systems 1: autonomous cars: Math + PID + MPC | Udemyhttps://www.udemy.com/course/applied-systems-control-for-engineers-modelling-pid-mpc/
Learn Autonomous Robotics with Online Courses and Lessons | edXhttps://www.edx.org/learn/autonomous-robotics
Artificial Intelligence Nanodegree programhttps://www.udacity.com/course/ai-artificial-intelligence-nanodegree--nd898
Autonomous Systems Online Courses & Programs | Udacityhttps://www.udacity.com/school-of-autonomous-systems
Edge AI for IoT Developers Course | Udacityhttps://www.udacity.com/course/intel-edge-ai-for-iot-developers-nanodegree--nd131
Autonomous Systems MOOC and Free Online Courses | MOOC Listhttps://www.mooc-list.com/tags/autonomous-systems
Robotics and Autonomous Systems Graduate Program | Standford Onlinehttps://online.stanford.edu/programs/robotics-and-autonomous-systems-graduate-program
Mobile Autonomous Systems Laboratory | MIT OpenCourseWarehttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-186-mobile-autonomous-systems-laboratory-january-iap-2005/lecture-notes/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#deep-learning-tools-libraries-and-frameworks
NVIDIA cuDNNhttps://developer.nvidia.com/cudnn
deep neural networkshttps://developer.nvidia.com/deep-learning
Caffe2https://caffe2.ai/
Chainerhttps://chainer.org/
Kerashttps://keras.io/
MATLABhttps://www.mathworks.com/solutions/deep-learning.html
MxNethttps://mxnet.incubator.apache.org/
PyTorchhttps://pytorch.org/
TensorFlowhttps://www.tensorflow.org/
NVIDIA DLSS (Deep Learning Super Sampling)https://developer.nvidia.com/dlss
AMD FidelityFX Super Resolution (FSR)https://www.amd.com/en/technologies/radeon-software-fidelityfx
Intel Xe Super Sampling (XeSS)https://www.youtube.com/watch?v=Y9hfpf-SqEg
DLSS (Deep Learning Super Sampling)https://developer.nvidia.com/dlss
DP4a instructionhttps://www.intel.com/content/dam/www/public/us/en/documents/reference-guides/11th-gen-quick-reference-guide.pdf
Jupyter Notebookhttps://jupyter.org/
Apache Sparkhttps://spark.apache.org/
Apache Spark Connector for SQL Server and Azure SQLhttps://github.com/microsoft/sql-spark-connector
Apache PredictionIOhttps://predictionio.apache.org/
Cluster Manager for Apache Kafka(CMAK)https://github.com/yahoo/CMAK
Apache Kafkahttps://kafka.apache.org/
BigDLhttps://bigdl-project.github.io/
Eclipse Deeplearning4J (DL4J)https://deeplearning4j.konduit.ai/
Deep Learning Toolbox™https://www.mathworks.com/products/deep-learning.html
Reinforcement Learning Toolbox™https://www.mathworks.com/products/reinforcement-learning.html
Deep Learning HDL Toolbox™https://www.mathworks.com/products/deep-learning-hdl.html
Parallel Computing Toolbox™https://www.mathworks.com/products/matlab-parallel-server.html
XGBoosthttps://xgboost.readthedocs.io/
LIBSVMhttps://www.csie.ntu.edu.tw/~cjlin/libsvm/
Scikit-Learnhttps://scikit-learn.org/stable/index.html
TensorFlowhttps://www.tensorflow.org
Kerashttps://keras.io
PyTorchhttps://pytorch.org
Azure Databrickshttps://azure.microsoft.com/en-us/services/databricks/
Microsoft Cognitive Toolkit (CNTK)https://docs.microsoft.com/en-us/cognitive-toolkit/
Tensorflow_macOShttps://github.com/apple/tensorflow_macos
Apache Airflowhttps://airflow.apache.org
Open Neural Network Exchange(ONNX)https://github.com/onnx
Apache MXNethttps://mxnet.apache.org/
AutoGluonhttps://autogluon.mxnet.io/index.html
Anacondahttps://www.anaconda.com/
PlaidMLhttps://github.com/plaidml/plaidml
OpenCVhttps://opencv.org
Scikit-Learnhttps://scikit-learn.org/stable/index.html
Wekahttps://www.cs.waikato.ac.nz/ml/weka/
Caffehttps://github.com/BVLC/caffe
Theanohttps://github.com/Theano/Theano
Microsoft Project Bonsaihttps://azure.microsoft.com/en-us/services/project-bonsai/
Microsoft AirSimhttps://microsoft.github.io/AirSim/lidar.html
software-in-the-loop simulationhttps://www.mathworks.com/help///ecoder/software-in-the-loop-sil-simulation.html
hardware-in-loophttps://www.ni.com/en-us/innovations/white-papers/17/what-is-hardware-in-the-loop-.html
CARLAhttps://github.com/carla-simulator/carla
ROS/ROS2 bridge for CARLA(package)https://github.com/carla-simulator/ros-bridge
ROS Toolboxhttps://www.mathworks.com/products/ros.html
Robotics Toolbox™https://www.mathworks.com/products/robotics.html
Image Processing Toolbox™https://www.mathworks.com/products/image.html
Computer Vision Toolbox™https://www.mathworks.com/products/computer-vision.html
Robotics Toolbox™https://www.mathworks.com/products/robotics.html
Model Predictive Control Toolbox™https://www.mathworks.com/products/model-predictive-control.html
Predictive Maintenance Toolbox™https://www.mathworks.com/products/predictive-maintenance.html
Vision HDL Toolbox™https://www.mathworks.com/products/vision-hdl.html
Automated Driving Toolbox™https://www.mathworks.com/products/automated-driving.html
UAV Toolboxhttps://www.mathworks.com/products/uav.html
Navigation Toolbox™https://www.mathworks.com/products/navigation.html
Lidar Toolbox™https://www.mathworks.com/products/lidar.html
Mapping Toolbox™https://www.mathworks.com/products/mapping.html
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#cuda-development
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/94306481-e17b8f00-ff27-11ea-832f-c85374acb3b1.png
https://user-images.githubusercontent.com/45159366/117718735-55a23480-b191-11eb-874d-e690d09cd490.png
NVIDIA Developer CUDAhttps://developer.nvidia.com/cuda-zone
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#cuda-learning-resources
CUDAhttps://developer.nvidia.com/cuda-zone
CUDA Toolkit Documentationhttps://docs.nvidia.com/cuda/index.html
CUDA Quick Start Guidehttps://docs.nvidia.com/cuda/cuda-quick-start-guide/index.html
CUDA on WSLhttps://docs.nvidia.com/cuda/wsl-user-guide/index.html
CUDA GPU support for TensorFlowhttps://www.tensorflow.org/install/gpu
NVIDIA Deep Learning cuDNN Documentationhttps://docs.nvidia.com/deeplearning/cudnn/api/index.html
NVIDIA GPU Cloud Documentationhttps://docs.nvidia.com/ngc/ngc-introduction/index.html
NVIDIA NGChttps://ngc.nvidia.com/
NVIDIA NGC Containershttps://www.nvidia.com/en-us/gpu-cloud/containers/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#cuda-tools-libraries-and-frameworks
CUDA Toolkithttps://developer.nvidia.com/cuda-downloads
NVIDIA cuDNNhttps://developer.nvidia.com/cudnn
deep neural networkshttps://developer.nvidia.com/deep-learning
Caffe2https://caffe2.ai/
Chainerhttps://chainer.org/
Kerashttps://keras.io/
MATLABhttps://www.mathworks.com/solutions/deep-learning.html
MxNethttps://mxnet.incubator.apache.org/
PyTorchhttps://pytorch.org/
TensorFlowhttps://www.tensorflow.org/
CUDA-X HPChttps://www.nvidia.com/en-us/technologies/cuda-x/
NVIDIA Container Toolkithttps://github.com/NVIDIA/nvidia-docker
libraryhttps://github.com/NVIDIA/libnvidia-container
Minkowski Enginehttps://nvidia.github.io/MinkowskiEngine
CUTLASShttps://github.com/NVIDIA/cutlass
CUBhttps://github.com/NVIDIA/cub
Tensormanhttps://github.com/pop-os/tensorman
System76https://system76.com
Numbahttps://github.com/numba/numba
Chainerhttps://chainer.org/
CuPyhttps://github.com/cupy/cupy
CuPyhttps://cupy.dev/
CatBoosthttps://catboost.ai/
Gradient Boostinghttps://en.wikipedia.org/wiki/Gradient_boosting
cuDFhttps://rapids.ai/
cuMLhttps://github.com/rapidsai/cuml
ArrayFirehttps://arrayfire.com/
Thrusthttps://github.com/NVIDIA/thrust
AresDBhttps://eng.uber.com/aresdb/
Arraymancerhttps://mratsim.github.io/Arraymancer/
Kintinuoushttps://github.com/mp3guy/Kintinuous
GraphVitehttps://graphvite.io/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#matlab-development
Back to the Tophttps://github.com/mikeroyal/Unity-Guide#table-of-contents
https://user-images.githubusercontent.com/45159366/94306473-de809e80-ff27-11ea-924b-0a6947ae38bc.png
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#matlab-learning-resources
MATLABhttps://www.mathworks.com/products/matlab.html
MATLAB Documentationhttps://www.mathworks.com/help/matlab/
Getting Started with MATLAB https://www.mathworks.com/help/matlab/getting-started-with-matlab.html
MATLAB and Simulink Training from MATLAB Academyhttps://matlabacademy.mathworks.com
MathWorks Certification Programhttps://www.mathworks.com/services/training/certification.html
MATLAB Online Courses from Udemyhttps://www.udemy.com/topic/matlab/
MATLAB Online Courses from Courserahttps://www.coursera.org/courses?query=matlab
MATLAB Online Courses from edXhttps://www.edx.org/learn/matlab
Building a MATLAB GUIhttps://www.mathworks.com/discovery/matlab-gui.html
MATLAB Style Guidelines 2.0https://www.mathworks.com/matlabcentral/fileexchange/46056-matlab-style-guidelines-2-0
Setting Up Git Source Control with MATLAB & Simulinkhttps://www.mathworks.com/help/matlab/matlab_prog/set-up-git-source-control.html
Pull, Push and Fetch Files with Git with MATLAB & Simulinkhttps://www.mathworks.com/help/matlab/matlab_prog/push-and-fetch-with-git.html
Create New Repository with MATLAB & Simulinkhttps://www.mathworks.com/help/matlab/matlab_prog/add-folder-to-source-control.html
PRMLThttp://prml.github.io/
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#matlab-tools-libraries-frameworks
MATLAB and Simulink Services & Applications Listhttps://www.mathworks.com/products.html
MATLAB in the Cloudhttps://www.mathworks.com/solutions/cloud.html
MathWorks Cloudhttps://www.mathworks.com/solutions/cloud.html#browser
Public Cloudshttps://www.mathworks.com/solutions/cloud.html#public-cloud
AWShttps://aws.amazon.com/
Azurehttps://azure.microsoft.com/
MATLAB Online™https://matlab.mathworks.com
Simulinkhttps://www.mathworks.com/products/simulink.html
Simulink Online™https://www.mathworks.com/products/simulink-online.html
MATLAB Drive™https://www.mathworks.com/products/matlab-drive.html
MATLAB Parallel Server™https://www.mathworks.com/products/matlab-parallel-server.html
MATLAB Schemerhttps://github.com/scottclowe/matlab-schemer
LRSLibraryhttps://github.com/andrewssobral/lrslibrary
Image Processing Toolbox™https://www.mathworks.com/products/image.html
Computer Vision Toolbox™https://www.mathworks.com/products/computer-vision.html
Statistics and Machine Learning Toolbox™https://www.mathworks.com/products/statistics.html
Lidar Toolbox™https://www.mathworks.com/products/lidar.html
Mapping Toolbox™https://www.mathworks.com/products/mapping.html
UAV Toolboxhttps://www.mathworks.com/products/uav.html
Parallel Computing Toolbox™https://www.mathworks.com/products/matlab-parallel-server.html
Partial Differential Equation Toolbox™https://www.mathworks.com/products/pde.html
ROS Toolboxhttps://www.mathworks.com/products/ros.html
Robotics Toolbox™https://www.mathworks.com/products/robotics.html
Deep Learning Toolbox™https://www.mathworks.com/products/deep-learning.html
Reinforcement Learning Toolbox™https://www.mathworks.com/products/reinforcement-learning.html
Deep Learning HDL Toolbox™https://www.mathworks.com/products/deep-learning-hdl.html
Model Predictive Control Toolbox™https://www.mathworks.com/products/model-predictive-control.html
Vision HDL Toolbox™https://www.mathworks.com/products/vision-hdl.html
SoC Blockset™https://www.mathworks.com/products/soc.html
Wireless HDL Toolbox™https://www.mathworks.com/products/wireless-hdl.html
ThingSpeak™https://www.mathworks.com/products/thingspeak.html
SEA-MAThttps://sea-mat.github.io/sea-mat/
Grammhttps://github.com/piermorel/gramm
hctsahttps://hctsa-users.gitbook.io/hctsa-manual
Plotlyhttps://plot.ly/matlab/
YALMIPhttps://yalmip.github.io/
GNU Octavehttps://www.gnu.org/software/octave/
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C++https://www.cplusplus.com/doc/tutorial/
Chttps://www.iso.org/standard/74528.html
Embedded Chttps://en.wikipedia.org/wiki/Embedded_C
C Standards Committeehttps://isocpp.org/std/the-committee
embedded systemshttps://en.wikipedia.org/wiki/Embedded_system
C & C++ Developer Tools from JetBrainshttps://www.jetbrains.com/cpp/
Open source C++ libraries on cppreference.comhttps://en.cppreference.com/w/cpp/links/libs
C++ Graphics librarieshttps://cpp.libhunt.com/libs/graphics
C++ Libraries in MATLABhttps://www.mathworks.com/help/matlab/call-cpp-library-functions.html
C++ Tools and Libraries Articleshttps://www.cplusplus.com/articles/tools/
Google C++ Style Guidehttps://google.github.io/styleguide/cppguide.html
Introduction C++ Education course on Google Developershttps://developers.google.com/edu/c++/
C++ style guide for Fuchsiahttps://fuchsia.dev/fuchsia-src/development/languages/c-cpp/cpp-style
C and C++ Coding Style Guide by OpenTitanhttps://docs.opentitan.org/doc/rm/c_cpp_coding_style/
Chromium C++ Style Guidehttps://chromium.googlesource.com/chromium/src/+/master/styleguide/c++/c++.md
C++ Core Guidelineshttps://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md
C++ Style Guide for ROShttp://wiki.ros.org/CppStyleGuide
Learn C++https://www.learncpp.com/
Learn C : An Interactive C Tutorialhttps://www.learn-c.org/
C++ Institutehttps://cppinstitute.org/free-c-and-c-courses
C++ Online Training Courses on LinkedIn Learninghttps://www.linkedin.com/learning/topics/c-plus-plus
C++ Tutorials on W3Schoolshttps://www.w3schools.com/cpp/default.asp
Learn C Programming Online Courses on edXhttps://www.edx.org/learn/c-programming
Learn C++ with Online Courses on edXhttps://www.edx.org/learn/c-plus-plus
Learn C++ on Codecademyhttps://www.codecademy.com/learn/learn-c-plus-plus
Coding for Everyone: C and C++ course on Courserahttps://www.coursera.org/specializations/coding-for-everyone
C++ For C Programmers on Courserahttps://www.coursera.org/learn/c-plus-plus-a
Top C Courses on Courserahttps://www.coursera.org/courses?query=c%20programming
C++ Online Courses on Udemyhttps://www.udemy.com/topic/c-plus-plus/
Top C Courses on Udemyhttps://www.udemy.com/topic/c-programming/
Basics of Embedded C Programming for Beginners on Udemyhttps://www.udemy.com/course/embedded-c-programming-for-embedded-systems/
C++ For Programmers Course on Udacityhttps://www.udacity.com/course/c-for-programmers--ud210
C++ Fundamentals Course on Pluralsighthttps://www.pluralsight.com/courses/learn-program-cplusplus
Introduction to C++ on MIT Free Online Course Materialshttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-096-introduction-to-c-january-iap-2011/
Introduction to C++ for Programmers | Harvard https://online-learning.harvard.edu/course/introduction-c-programmers
Online C Courses | Harvard Universityhttps://online-learning.harvard.edu/subject/c
https://patch-diff.githubusercontent.com/mikeroyal/Unity-Guide#cc-tools-and-frameworks
AWS SDK for C++https://aws.amazon.com/sdk-for-cpp/
Azure SDK for C++https://github.com/Azure/azure-sdk-for-cpp
Azure SDK for Chttps://github.com/Azure/azure-sdk-for-c
C++ Client Libraries for Google Cloud Serviceshttps://github.com/googleapis/google-cloud-cpp
Visual Studiohttps://visualstudio.microsoft.com/
Visual Studio Codehttps://code.visualstudio.com/
Vcpkghttps://github.com/microsoft/vcpkg
ReSharper C++https://www.jetbrains.com/resharper-cpp/features/
AppCodehttps://www.jetbrains.com/objc/
CLionhttps://www.jetbrains.com/clion/features/
Code::Blockshttps://www.codeblocks.org/
CppSharphttps://github.com/mono/CppSharp
Conanhttps://conan.io/
High Performance Computing (HPC) SDKhttps://developer.nvidia.com/hpc
Thrusthttps://github.com/NVIDIA/thrust
Boosthttps://www.boost.org/
Automakehttps://www.gnu.org/software/automake/
Cmakehttps://cmake.org/
GDBhttp://www.gnu.org/software/gdb/
GCChttps://gcc.gnu.org/
GSLhttps://www.gnu.org/software/gsl/
OpenGL Extension Wrangler Library (GLEW)https://www.opengl.org/sdk/libs/GLEW/
Libtoolhttps://www.gnu.org/software/libtool/
Mavenhttps://maven.apache.org/
TAU (Tuning And Analysis Utilities)http://www.cs.uoregon.edu/research/tau/home.php
Clanghttps://clang.llvm.org/
OpenCVhttps://opencv.org/
Libcu++https://nvidia.github.io/libcudacxx
ANTLR (ANother Tool for Language Recognition)https://www.antlr.org/
Oat++https://oatpp.io/
JavaCPPhttps://github.com/bytedeco/javacpp
Cythonhttps://cython.org/
Spdloghttps://github.com/gabime/spdlog
Inferhttps://fbinfer.com/
OCamlhttps://ocaml.org/
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C#https://docs.microsoft.com/en-us/dotnet/csharp/
Taking your first steps with C#https://docs.microsoft.com/en-us/learn/paths/csharp-first-steps/
Learning C#https://dotnet.microsoft.com/learn/csharp
C# development with Visual Studiohttps://docs.microsoft.com/en-us/visualstudio/get-started/csharp/
C# programming with Visual Studio Codehttps://code.visualstudio.com/Docs/languages/csharp
Working with data in C#https://docs.microsoft.com/en-us/learn/paths/csharp-data/
C# Tutorial by W3Schoolshttps://www.w3schools.com/cs/
Windows Forms for .NET 5 and .NET Core 3.1https://docs.microsoft.com/en-us/dotnet/desktop/winforms/?view=netdesktop-5.0
Xamarin documentationhttps://docs.microsoft.com/en-us/xamarin/
Advanced Topics in C# by Udemyhttps://www.udemy.com/course/advanced-topics-csharp/
The complete C# tutorialhttps://csharp.net-tutorials.com/
Unity C# Survival Guidehttps://learn.unity.com/course/unity-c-survival-guide
RabbitMQ .NET/C# Client APIhttps://www.rabbitmq.com/dotnet-api-guide.html
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Monohttps://www.mono-project.com/
Visual Studiohttps://visualstudio.microsoft.com/
MSBuildhttps://github.com/dotnet/msbuild
Roslynhttps://docs.microsoft.com/dotnet/csharp/roslyn-sdk/
Bot Frameworkhttps://github.com/microsoft/botframework-sdk
Uno Platformhttps://platform.uno/
Windows 10 2004 (19041)https://docs.microsoft.com/en-us/windows/uwp/whats-new/windows-10-build-19041
Riderhttps://www.jetbrains.com/rider/
Resharperhttps://www.jetbrains.com/resharper/
Visual Studiohttps://visualstudio.microsoft.com/
dotPeekhttps://www.jetbrains.com/decompiler/
dotTracehttps://www.jetbrains.com/profiler/
dotMemoryhttps://www.jetbrains.com/dotmemory/
dotCoverhttps://www.jetbrains.com/dotcover/
Json.NEThttps://www.newtonsoft.com/json
Quasarhttps://github.com/quasar/Quasar
CodeMaidhttps://github.com/codecadwallader/codemaid
.NET Fiddlehttps://dotnetfiddle.net/
Octopus Deployhttps://octopus.com/
Appveyorhttps://ci.appveyor.com/
AppHarborhttps://appharbor.com/
ANTLR (ANother Tool for Language Recognition)https://www.antlr.org/
AutoResthttps://github.com/Azure/autorest
OpenAPI Specificationhttps://github.com/OAI/OpenAPI-Specification
Markdighttps://github.com/lunet-io/markdig
CommonMarkhttps://commonmark.org/
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Luahttps://www.lua.org/
Programming in Lua ebookhttps://www.lua.org/pil/contents.html
Getting started with Luahttps://www.lua.org/start.html
Intro to Lua from Core Academyhttps://learn.coregames.com/courses/intro-to-lua/
Online Lua Classes on Skillsharehttps://www.skillshare.com/browse/lua
Online Lua Classes on Udemyhttps://www.udemy.com/topic/lua/?ratings=4.0&sort=popularity
Lua Training Courses from Nobleproghttps://www.nobleprog.com/lua-training
RoboCode Academy from Robloxhttps://corp.roblox.com/education/
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Lua Language Serverhttps://github.com/sumneko/lua-language-server
Apache APISIXhttps://github.com/apache/apisix
NodeMCUhttps://github.com/nodemcu/nodemcu-firmware
ESP8266 WiFi SOC from Espressifhttps://espressif.com/en/products/esp8266/
SPIFFShttps://github.com/pellepl/spiffs
GopherLuahttps://github.com/yuin/gopher-lua
MoonScripthttps://github.com/leafo/moonscript
Lapishttps://github.com/leafo/lapis
OpenRestyhttps://openresty.org/en/
http.serverhttps://github.com/daurnimator/lua-http
Algernonhttps://algernon.roboticoverlords.org
Lua Funhttps://luafun.github.io/
Luakithttps://luakit.github.io/
Lua Resty HTTPhttps://github.com/ledgetech/lua-resty-http
OpenRestyhttps://openresty.org/en/
ngx_luahttps://github.com/openresty/lua-nginx-module
NLuahttps://github.com/NLua/NLua
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cURLhttps://curl.se/
cURL Fuzzerhttps://github.com/curl/curl-fuzzer
DoHhttps://github.com/curl/doh
Autheliahttps://www.authelia.com/
NGINXhttps://nginx.org/en/
nginx(engine x)https://nginx.org/en/
Proxmox Virtual Environment(VE)https://www.proxmox.com/en/
Wiresharkhttps://www.wireshark.org/
Wireshark Toolshttps://wiki.wireshark.org/Tools
HTTPiehttps://github.com/httpie/httpie
HTTPStathttps://github.com/reorx/httpstat
Wuzzhttps://github.com/asciimoo/wuzz
Websocathttps://github.com/vi/websocat
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REST(REpresentational State Transfer)https://www.codecademy.com/articles/what-is-rest
JSON Web Token (JWT)https://jwt.io
OAuth 2.0https://oauth.net/2/
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SQLhttps://en.wikipedia.org/wiki/SQL
NoSQLhttps://www.ibm.com/cloud/blog/sql-vs-nosql
Transact-SQL(T-SQL)https://docs.microsoft.com/en-us/sql/t-sql/language-reference
Introduction to Transact-SQLhttps://docs.microsoft.com/en-us/learn/modules/introduction-to-transact-sql/
SQL Tutorial by W3Schoolshttps://www.w3schools.com/sql/
Learn SQL Skills Online from Courserahttps://www.coursera.org/courses?query=sql
SQL Courses Online from Udemyhttps://www.udemy.com/topic/sql/
SQL Online Training Courses from LinkedIn Learninghttps://www.linkedin.com/learning/topics/sql
Learn SQL For Free from Codecademyhttps://www.codecademy.com/learn/learn-sql
GitLab's SQL Style Guidehttps://about.gitlab.com/handbook/business-ops/data-team/platform/sql-style-guide/
OracleDB SQL Style Guide Basicshttps://oracle.readthedocs.io/en/latest/sql/basics/style-guide.html
Tableau CRM: BI Software and Toolshttps://www.salesforce.com/products/crm-analytics/overview/
Databases on AWShttps://aws.amazon.com/products/databases/
Best Practices and Recommendations for SQL Server Clustering in AWS EC2.https://docs.aws.amazon.com/AWSEC2/latest/WindowsGuide/aws-sql-clustering.html
Connecting from Google Kubernetes Engine to a Cloud SQL instance.https://cloud.google.com/sql/docs/mysql/connect-kubernetes-engine
Educational Microsoft Azure SQL resourceshttps://docs.microsoft.com/en-us/sql/sql-server/educational-sql-resources?view=sql-server-ver15
MySQL Certificationshttps://www.mysql.com/certification/
SQL vs. NoSQL Databases: What's the Difference?https://www.ibm.com/cloud/blog/sql-vs-nosql
What is NoSQL?https://aws.amazon.com/nosql/
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Netdatahttps://github.com/netdata/netdata
Azure Data Studiohttps://github.com/Microsoft/azuredatastudio
Azure SQL Databasehttps://azure.microsoft.com/en-us/services/sql-database/
Azure SQL Managed Instancehttps://azure.microsoft.com/en-us/services/azure-sql/sql-managed-instance/
Azure Synapse Analyticshttps://azure.microsoft.com/en-us/services/synapse-analytics/
MSSQL for Visual Studio Codehttps://marketplace.visualstudio.com/items?itemName=ms-mssql.mssql
SQL Server Data Tools (SSDT)https://docs.microsoft.com/en-us/sql/ssdt/download-sql-server-data-tools-ssdt
Bulk Copy Programhttps://docs.microsoft.com/en-us/sql/tools/bcp-utility
SQL Server Migration Assistanthttps://www.microsoft.com/en-us/download/details.aspx?id=54258
SQL Server Integration Serviceshttps://docs.microsoft.com/en-us/sql/integration-services/sql-server-integration-services?view=sql-server-ver15
SQL Server Business Intelligence(BI)https://www.microsoft.com/en-us/sql-server/sql-business-intelligence
Tableauhttps://www.tableau.com/
Salesforce in August 2019https://investor.salesforce.com/press-releases/press-release-details/2019/Salesforce-Completes-Acquisition-of-Tableau/default.aspx
DataGriphttps://www.jetbrains.com/datagrip/
RStudiohttps://rstudio.com/
MySQLhttps://www.mysql.com/
PostgreSQLhttps://www.postgresql.org/
Amazon DynamoDBhttps://aws.amazon.com/dynamodb/
Apache Cassandra™https://cassandra.apache.org/
Apache HBase™https://hbase.apache.org/
Hadoop Distributed File System (HDFS)https://www.ibm.com/analytics/hadoop/hdfs
MapReducehttps://www.ibm.com/analytics/hadoop/mapreduce
YARNhttps://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html
Apache Mesoshttp://mesos.apache.org/
Apache Sparkhttps://spark.apache.org/
ElasticSearchhttps://www.elastic.co/
Logstashhttps://www.elastic.co/products/logstash
Kibanahttps://www.elastic.co/products/kibana
Trinohttps://trino.io/
ETL processeshttps://docs.microsoft.com/en-us/azure/architecture/data-guide/relational-data/etl
Extract, transform, and load (ETL)https://docs.microsoft.com/en-us/azure/architecture/data-guide/relational-data/etl
Redis(REmote DIctionary Server)https://redis.io/
FoundationDBhttps://www.foundationdb.org/
Apple in 2015https://techcrunch.com/2015/03/24/apple-acquires-durable-database-company-foundationdb/
IBM DB2https://www.ibm.com/analytics/db2
MongoDBhttps://www.mongodb.com/
OracleDBhttps://www.oracle.com/database/
MariaDBhttps://mariadb.com/
SQLitehttps://sqlite.org/index.html
SQLite Database Browserhttps://sqlitebrowser.org/
InfluxDBhttps://www.influxdata.com/
ETLhttps://docs.microsoft.com/en-us/azure/architecture/data-guide/relational-data/etl
Graphitehttp://graphiteapp.org/
Atlashttps://github.com/Netflix/atlas
time series databasehttps://en.wikipedia.org/wiki/Time_series_database
CouchbaseDBhttps://www.couchbase.com/
multi-model NoSQL document-oriented databasehttps://en.wikipedia.org/wiki/Multi-model_database
dbWatchhttps://www.dbwatch.com/
Cosmos DB Profilerhttps://hibernatingrhinos.com/products/cosmosdbprof
Adminerhttps://www.adminer.org/
DBeaverhttps://dbeaver.io/
DbVisualizerhttps://dbvis.com/
AppDynamics Databasehttps://www.appdynamics.com/supported-technologies/database
Toadhttps://www.quest.com/toad/
Lepide SQL Serverhttps://www.lepide.com/sql-storage-manager/
Sequel Prohttps://sequelpro.com/
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