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Back to the Tophttps://github.com/mikeroyal/OpenStack-Guide/blob/main/README.md#table-of-contents
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https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#networking
Back to the Tophttps://github.com/mikeroyal/OpenStack-Guide/blob/main/README.md#table-of-contents
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#networking-learning-resources
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Linux Professional Institute LPIC-3 Enterprise Security Certificationhttps://www.lpi.org/our-certifications/lpic-3-303-overview
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Network & Security Courses from Udemyhttps://www.udemy.com/courses/it-and-software/network-and-security/
Network & Security Courses from edXhttps://www.edx.org/learn/cybersecurity
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#tools--networking-concepts
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#network-layers
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#interfaces
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#protocols
JSON Web Token (JWT)https://jwt.io
OAuth 2.0https://oauth.net/2/
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#virtualization
KVM (for Kernel-based Virtual Machine)https://www.linux-kvm.org/page/Main_Page
QEMUhttps://www.qemu.org
Hyper-Vhttps://docs.microsoft.com/en-us/virtualization/hyper-v-on-windows/
VirtManagerhttps://github.com/virt-manager/virt-manager
oVirthttps://www.ovirt.org
Xenhttps://github.com/xen-project/xen
Ganetihttps://github.com/ganeti/ganeti
Packerhttps://www.packer.io/
Vagranthttps://www.vagrantup.com/
VMware Workstationhttps://www.vmware.com/products/workstation-pro.html
VirtualBoxhttps://www.virtualbox.org
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#databases
Back to the Tophttps://github.com/mikeroyal/OpenStack-Guide/blob/main/README.md#table-of-contents
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#database-learning-resources
SQLhttps://en.wikipedia.org/wiki/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/
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#databases-and-tools
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/
FoundationDBhttps://www.foundationdb.org/
Apple in 2015https://techcrunch.com/2015/03/24/apple-acquires-durable-database-company-foundationdb/
CouchbaseDBhttps://www.couchbase.com/
multi-model NoSQL document-oriented databasehttps://en.wikipedia.org/wiki/Multi-model_database
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/
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/
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#telco-5g
Back to the Tophttps://github.com/mikeroyal/OpenStack-Guide/blob/main/README.md#table-of-contents
https://user-images.githubusercontent.com/45159366/105409952-14881380-5be6-11eb-84fc-b07db69698ed.png
VMwarehttps://www.vmware.com/products/telco-cloud-automation.html
https://user-images.githubusercontent.com/45159366/105409956-1520aa00-5be6-11eb-8215-735c92a5470c.png
VMwarehttps://www.vmware.com/products/telco-cloud-automation.html
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#telco-learning-resources
HPE(Hewlett Packard Enterprise) Telco Blueprints overviewhttps://techhub.hpe.com/eginfolib/servers/docs/Telco/Blueprints/infocenter/index.html#GUID-9906A227-C1FB-4FD5-A3C3-F3B72EC81CAB.html
Network Functions Virtualization Infrastructure (NFVI) by Ciscohttps://www.cisco.com/c/en/us/solutions/service-provider/network-functions-virtualization-nfv-infrastructure/index.html
Introduction to vCloud NFV Telco Edge from VMwarehttps://docs.vmware.com/en/VMware-vCloud-NFV-OpenStack-Edition/3.1/vloud-nfv-edge-reference-arch-31/GUID-744C45F1-A8D5-4523-9E5E-EAF6336EE3A0.html
VMware Telco Cloud Automation(TCA) Architecture Overviewhttps://docs.vmware.com/en/VMware-Telco-Cloud-Platform-5G-Edition/1.0/telco-cloud-platform-5G-edition-reference-architecture/GUID-C19566B3-F42D-4351-BA55-DE70D55FB0DD.html
5G Telco Cloud from VMwarehttps://telco.vmware.com/
Maturing OpenStack Together To Solve Telco Needs from Red Hathttps://www.redhat.com/cms/managed-files/4.Nokia%20CloudBand%20&%20Red%20Hat%20-%20Maturing%20Openstack%20together%20to%20solve%20Telco%20needs%20Ehud%20Malik,%20Senior%20PLM,%20Nokia%20CloudBand.pdf
Red Hat telco ecosystem programhttps://connect.redhat.com/en/programs/telco-ecosystem
OpenStack for Telcos by Canonicalhttps://ubuntu.com/blog/openstack-for-telcos-by-canonical
Open source NFV platform for 5G from Ubuntuhttps://ubuntu.com/telco
Understanding 5G Technology from Verizonhttps://www.verizon.com/5g/
Verizon and Unity partner to enable 5G & MEC gaming and enterprise applicationshttps://www.verizon.com/about/news/verizon-unity-partner-5g-mec-gaming-enterprise
Understanding 5G Technology from Intelhttps://www.intel.com/content/www/us/en/wireless-network/what-is-5g.html
Understanding 5G Technology from Qualcommhttps://www.qualcomm.com/invention/5g/what-is-5g
Telco Acceleration with Xilinxhttps://www.xilinx.com/applications/wired-wireless/telco.html
VIMs on OSM Public Wikihttps://osm.etsi.org/wikipub/index.php/VIMs
Amazon EC2 Overview and Networking Introduction for Telecom Companieshttps://docs.aws.amazon.com/whitepapers/latest/ec2-networking-for-telecom/ec2-networking-for-telecom.pdf
Citrix Certified Associate – Networking(CCA-N)http://training.citrix.com/cms/index.php/certification/networking/
Citrix Certified Professional – Virtualization(CCP-V)https://www.globalknowledge.com/us-en/training/certification-prep/brands/citrix/section/virtualization/citrix-certified-professional-virtualization-ccp-v/
CCNP Routing and Switchinghttps://learningnetwork.cisco.com/s/ccnp-enterprise
Certified Information Security Manager(CISM)https://www.isaca.org/credentialing/cism
Wireshark Certified Network Analyst (WCNA)https://www.wiresharktraining.com/certification.html
Juniper Networks Certification Program Enterprise (JNCP)https://www.juniper.net/us/en/training/certification/
Cloud Native Computing Foundation Training and Certification Programhttps://www.cncf.io/certification/training/
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#tools
Open Stackhttps://www.openstack.org/
StarlingXhttps://www.starlingx.io/
Airshiphttps://www.airshipit.org/
Network functions virtualization (NFV)https://www.vmware.com/topics/glossary/content/network-functions-virtualization-nfv
Software Defined Networking (SDN)https://www.vmware.com/topics/glossary/content/software-defined-networking
Virtualized Infrastructure Manager (VIM)https://www.cisco.com/c/en/us/td/docs/net_mgmt/network_function_virtualization_Infrastructure/3_2_2/install_guide/Cisco_VIM_Install_Guide_3_2_2/Cisco_VIM_Install_Guide_3_2_2_chapter_00.html
Management and Orchestration(MANO)https://www.etsi.org/technologies/open-source-mano
Magmahttps://www.magmacore.org/
OpenRANhttps://open-ran.org/
Open vSwitch(OVS)https://www.openvswitch.org/
Edgehttps://www.ibm.com/cloud/what-is-edge-computing
Multi-access edge computing (MEC)https://www.etsi.org/technologies/multi-access-edge-computing
Virtualized network functions(VNFs)https://www.juniper.net/documentation/en_US/cso4.1/topics/concept/nsd-vnf-overview.html
Cloud-Native Network Functions(CNF)https://www.cncf.io/announcements/2020/11/18/cloud-native-network-functions-conformance-launched-by-cncf/
Physical Network Function(PNF)https://www.mpirical.com/glossary/pnf-physical-network-function
Network functions virtualization infrastructure(NFVI)https://docs.vmware.com/en/VMware-vCloud-NFV/2.0/vmware-vcloud-nfv-reference-architecture-20/GUID-FBEA6C6B-54D8-4A37-87B1-D825F9E0DBC7.html
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#open-source-security
Back to the Tophttps://github.com/mikeroyal/OpenStack-Guide/blob/main/README.md#table-of-contents
Open Source Security Foundation (OpenSSF)https://openssf.org/
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#security-standards-frameworks-and-benchmarks
STIGs Benchmarks - Security Technical Implementation Guideshttps://public.cyber.mil/stigs/
CIS Benchmarks - CIS Center for Internet Securityhttps://www.cisecurity.org/cis-benchmarks/
NIST - Current FIPShttps://www.nist.gov/itl/current-fips
ISO Standards Cataloguehttps://www.iso.org/standards.html
Common Criteria for Information Technology Security Evaluation (CC)https://www.commoncriteriaportal.org/cc/
ISO 22301https://www.iso.org/en/contents/data/standard/07/51/75106.html
ISO27001https://www.iso.org/isoiec-27001-information-security.html
ISO 27701https://www.iso.org/en/contents/data/standard/07/16/71670.html
EU GDPR (General Data Protection Regulation)https://gdpr.eu/
CCPA (California Consumer Privacy Act)https://www.oag.ca.gov/privacy/ccpa
Payment Card Industry (PCI) Data Security Standards (DSS)https://docs.microsoft.com/en-us/microsoft-365/compliance/offering-pci-dss
SOC 2https://www.aicpa.org/interestareas/frc/assuranceadvisoryservices/aicpasoc2report.html
NIST CSFhttps://www.nist.gov/national-security-standards
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#security-tools
AppArmorhttps://www.apparmor.net/
SELinuxhttps://github.com/SELinuxProject/selinux
Control Groups(Cgroups)https://www.redhat.com/sysadmin/cgroups-part-one
EarlyOOMhttps://github.com/rfjakob/earlyoom
Libgcrypthttps://www.gnupg.org/related_software/libgcrypt/
Kali Linuxhttps://www.kali.org/
Pi-holehttps://pi-hole.net/
DNS sinkholehttps://en.wikipedia.org/wiki/DNS_Sinkhole
Aircrack-nghttps://www.aircrack-ng.org/
Burp Suitehttps://portswigger.net/burp
KernelCIhttps://foundation.kernelci.org/
Continuous Kernel Integration projecthttps://github.com/cki-project
eBPFhttps://ebpf.io
Ciliumhttps://cilium.io/
Hubblehttps://github.com/cilium/hubble
Istiohttps://istio.io/
Certgenhttps://github.com/cilium/certgen
Scapyhttps://scapy.net/
syzkallerhttps://github.com/google/syzkaller
SchedVizhttps://github.com/google/schedviz
oss-fuzzhttps://google.github.io/oss-fuzz/
OSSEChttps://www.ossec.net/
Metasploit Projecthttps://www.metasploit.com/
Wfuzzhttps://github.com/xmendez/wfuzz
Nmaphttps://nmap.org/
Patchworkhttps://github.com/getpatchwork/patchwork
pfSensehttps://www.pfsense.org/
Snowpatchhttps://github.com/ruscur/snowpatch
Snorthttps://www.snort.org/
Wiresharkhttps://www.wireshark.org/
OpenSCAPhttps://www.open-scap.org/
National Institute of Standards and Technology (NIST)https://www.nist.gov/
Tinkhttps://github.com/google/tink
OWASPhttps://www.owasp.org/index.php/Main_Page
Open Vulnerability and Assessment Languagehttps://oval.mitre.org/
ClamAVhttps://www.clamav.net/
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#open-source-security-learning-resources
Microsoft Open Source Software Securityhttps://www.microsoft.com/en-us/securityengineering/opensource
Cloudflare Open Source Securityhttps://cloudflare.github.io
The Seven Properties of Highly Secure Deviceshttps://www.microsoft.com/en-us/research/publication/seven-properties-highly-secure-devices/
How Layer 7 of the Internet Workshttps://www.cloudflare.com/learning/ddos/what-is-layer-7/
The 7 Kinds of Securityhttps://www.veracode.com/sites/default/files/Resources/eBooks/7-kinds-of-security.pdf
The Libgcrypt Reference Manualhttps://www.gnupg.org/documentation/manuals/gcrypt/
The Open Web Application Security Project(OWASP) Foundation Top 10https://owasp.org/www-project-top-ten/
Best Practices for Using Open Source Code from The Linux Foundationhttps://www.linuxfoundation.org/blog/2017/11/best-practices-using-open-source-code/
AWS Certified Security - Specialty Certificationhttps://aws.amazon.com/certification/certified-security-specialty/
Microsoft Certified: Azure Security Engineer Associatehttps://docs.microsoft.com/en-us/learn/certifications/azure-security-engineer
Google Cloud Certified Professional Cloud Security Engineerhttps://cloud.google.com/certification/cloud-security-engineer
Cisco Security Certificationshttps://www.cisco.com/c/en/us/training-events/training-certifications/certifications/security.html
The Red Hat Certified Specialist in Security: Linuxhttps://www.redhat.com/en/services/training/ex415-red-hat-certified-specialist-security-linux-exam
Linux Professional Institute LPIC-3 Enterprise Security Certificationhttps://www.lpi.org/our-certifications/lpic-3-303-overview
Cybersecurity Training and Courses from IBM Skillshttps://www.ibm.com/skills/topics/cybersecurity/
Cybersecurity Courses and Certifications by Offensive Securityhttps://www.offensive-security.com/courses-and-certifications/
RSA Certification Programhttps://community.rsa.com/community/training/certification
Check Point Certified Security Expert(CCSE) Certificationhttps://training-certifications.checkpoint.com/#/courses/Check%20Point%20Certified%20Expert%20(CCSE)%20R80.x
Check Point Certified Security Administrator(CCSA) Certificationhttps://training-certifications.checkpoint.com/#/courses/Check%20Point%20Certified%20Admin%20(CCSA)%20R80.x
Check Point Certified Security Master (CCSM) Certificationhttps://training-certifications.checkpoint.com/#/courses/Check%20Point%20Certified%20Master%20(CCSM)%20R80.x
Certified Cloud Security Professional(CCSP) Certificationhttps://www.isc2.org/Certifications/CCSP
Certified Information Systems Security Professional (CISSP) Certificationhttps://www.isc2.org/Certifications/CISSP
CCNP Routing and Switchinghttps://learningnetwork.cisco.com/s/ccnp-enterprise
Certified Information Security Manager(CISM)https://www.isaca.org/credentialing/cism
Wireshark Certified Network Analyst (WCNA)https://www.wiresharktraining.com/certification.html
Juniper Networks Certification Program Enterprise (JNCP)https://www.juniper.net/us/en/training/certification/
Security Training Certifications and Courses from Udemyhttps://www.udemy.com/courses/search/?src=ukw&q=secuirty
Security Training Certifications and Courses from Courserahttps://www.coursera.org/search?query=security&
Security Certifications Training from Pluarlsighthttps://www.pluralsight.com/browse/information-cyber-security/security-certifications
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#kubernetes
Back to the Tophttps://github.com/mikeroyal/OpenStack-Guide/blob/main/README.md#table-of-contents
Kubernetes (K8s)https://kubernetes.io/
https://user-images.githubusercontent.com/45159366/105645195-db9ea780-5e4e-11eb-8357-fb38b2f06d74.png
Kubernetes.iohttps://kubernetes.io/docs/setup/production-environment/tools/kubeadm/high-availability/
Google Kubernetes Engine (GKE)https://cloud.google.com/kubernetes-engine/
Azure Kubernetes Service (AKS)https://azure.microsoft.com/en-us/services/kubernetes-service/
Amazon EKShttps://docs.aws.amazon.com/eks/latest/userguide/what-is-eks.html
AWS Controllers for Kubernetes (ACK)https://aws.amazon.com/blogs/containers/aws-controllers-for-kubernetes-ack/
Container Engine for Kubernetes (OKE)https://www.oracle.com/cloud-native/container-engine-kubernetes/
Anthoshttps://cloud.google.com/anthos/docs/concepts/overview
Red Hat Openshifthttps://www.openshift.com/
OKDhttps://okd.io/
Odohttps://odo.dev/
Kata Operatorhttps://github.com/openshift/kata-operator
Kata Runtimehttps://katacontainers.io/
Thanoshttps://thanos.io/
OpenShift Hivehttps://github.com/openshift/hive
Rookhttps://rook.io/
VMware Tanzuhttps://tanzu.vmware.com/tanzu
Kubesprayhttps://kubespray.io/
AWShttps://github.com/kubernetes-sigs/kubespray/blob/master/docs/aws.md
Azurehttps://github.com/kubernetes-sigs/kubespray/blob/master/docs/azure.md
OpenStackhttps://github.com/kubernetes-sigs/kubespray/blob/master/docs/openstack.md
vSpherehttps://github.com/kubernetes-sigs/kubespray/blob/master/docs/vsphere.md
Packethttps://github.com/kubernetes-sigs/kubespray/blob/master/docs/packet.md
KubeInithttps://github.com/kubeinit/kubeinit
Rancherhttps://rancher.com/
K3shttps://github.com/rancher/k3s
Helmhttps://helm.sh/
Knativehttps://knative.dev/
KubeFlowhttps://www.kubeflow.org/
Etcdhttps://etcd.io/
OpenEBShttps://openebs.io/
Container Storage Interface (CSI)https://www.architecting.it/blog/container-storage-interface/
MicroK8shttps://microk8s.io/
Charmed Kuberneteshttps://ubuntu.com/kubernetes/features
Grafana Kubernetes Apphttps://grafana.com/grafana/plugins/grafana-kubernetes-app
KubeEdgehttps://kubeedge.io/en/
Lenshttps://k8slens.dev/
kindhttps://kind.sigs.k8s.io/
Flux CDhttps://fluxcd.io/
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#kubernetes-learning-resources
Getting Kubernetes Certificationshttps://training.linuxfoundation.org/certification/catalog/?_sft_technology=kubernetes
Getting started with Kubernetes on AWShttps://aws.amazon.com/kubernetes/
Kubernetes on Microsoft Azurehttps://azure.microsoft.com/en-us/topic/what-is-kubernetes/
Intro to Azure Kubernetes Servicehttps://docs.microsoft.com/en-us/azure/aks/kubernetes-dashboard
Getting started with Google Cloudhttps://cloud.google.com/learn/what-is-kubernetes
Getting started with Kubernetes on Red Hathttps://www.redhat.com/en/topics/containers/what-is-kubernetes
Getting started with Kubernetes on IBMhttps://www.ibm.com/cloud/learn/kubernetes
YAML basics in Kuberneteshttps://developer.ibm.com/technologies/containers/tutorials/yaml-basics-and-usage-in-kubernetes/
Elastic Cloud on Kuberneteshttps://www.elastic.co/elastic-cloud-kubernetes
Docker and Kuberneteshttps://www.docker.com/products/kubernetes
Deploy a model to an Azure Kubernetes Service clusterhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-deploy-azure-kubernetes-service?tabs=python
Simplify Machine Learning Inference on Kubernetes with Amazon SageMaker Operatorshttps://aws.amazon.com/blogs/machine-learning/simplify-machine-learning-inference-on-kubernetes-with-amazon-sagemaker-operators/
Running Apache Spark on Kuberneteshttp://spark.apache.org/docs/latest/running-on-kubernetes.html
Kubernetes Across VMware vRealize Automationhttps://blogs.vmware.com/management/2019/06/kubernetes-across-vmware-cloud-automation-services.html
VMware Tanzu Kubernetes Gridhttps://tanzu.vmware.com/kubernetes-grid
All the Ways VMware Tanzu Works with AWShttps://tanzu.vmware.com/content/blog/all-the-ways-vmware-tanzutm-works-with-aws
VMware Tanzu Educationhttps://tanzu.vmware.com/education
Using Ansible in a Cloud-Native Kubernetes Environmenthttps://www.ansible.com/blog/how-useful-is-ansible-in-a-cloud-native-kubernetes-environment
Managing Kubernetes (K8s) objects with Ansiblehttps://docs.ansible.com/ansible/latest/collections/community/kubernetes/k8s_module.html
Setting up a Kubernetes cluster using Vagrant and Ansiblehttps://kubernetes.io/blog/2019/03/15/kubernetes-setup-using-ansible-and-vagrant/
Running MongoDB with Kuberneteshttps://www.mongodb.com/kubernetes
Kubernetes Fluentdhttps://docs.fluentd.org/v/0.12/articles/kubernetes-fluentd
Understanding the new GitLab Kubernetes Agenthttps://about.gitlab.com/blog/2020/09/22/introducing-the-gitlab-kubernetes-agent/
Kubernetes Contributorshttps://www.kubernetes.dev/
KubeAcademy from VMwarehttps://kube.academy/
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#machine-learning
Back to the Tophttps://github.com/mikeroyal/OpenStack-Guide/blob/main/README.md#table-of-contents
https://user-images.githubusercontent.com/45159366/108111395-756e0480-7049-11eb-85ca-b87315e9d3ef.jpeg
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#ml-frameworks--applications
TensorFlowhttps://www.tensorflow.org
Tensormanhttps://github.com/pop-os/tensorman
System76https://system76.com
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/
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/
Koalashttps://pypi.org/project/koalas/
Apache Spark™ MLflowhttps://mlflow.org/
MLflow Trackinghttps://mlflow.org/docs/latest/tracking.html
MLflow Projectshttps://mlflow.org/docs/latest/projects.html
MLflow Modelshttps://mlflow.org/docs/latest/models.html
Model Registryhttps://mlflow.org/docs/latest/model-registry.html
Eclipse Deeplearning4J (DL4J)https://deeplearning4j.konduit.ai/
Numbahttps://github.com/numba/numba
Chainerhttps://chainer.org/
CuPyhttps://github.com/cupy/cupy
cuMLhttps://github.com/rapidsai/cuml
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#ml-learning-resources
Machine Learning by Stanford University from Courserahttps://www.coursera.org/learn/machine-learning
Machine Learning Courses Online from Courserahttps://www.coursera.org/courses?query=machine%20learning&
Machine Learning Courses Online from Udemyhttps://www.udemy.com/topic/machine-learning/
Learn Machine Learning with Online Courses and Classes from edXhttps://www.edx.org/learn/machine-learning
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Pythonhttps://www.python.org
Python Developer’s Guidehttps://devguide.python.org
Azure Functions Python developer guidehttps://docs.microsoft.com/en-us/azure/azure-functions/functions-reference-python
Azure Functions developers guidehttps://docs.microsoft.com/en-us/azure/azure-functions/functions-reference
CheckiOhttps://checkio.org/
Python Institutehttps://pythoninstitute.org
PCEP – Certified Entry-Level Python Programmer certificationhttps://pythoninstitute.org/pcep-certification-entry-level/
PCAP – Certified Associate in Python Programming certificationhttps://pythoninstitute.org/pcap-certification-associate/
PCPP – Certified Professional in Python Programming 1 certificationhttps://pythoninstitute.org/pcpp-certification-professional/
PCPP – Certified Professional in Python Programming 2https://pythoninstitute.org/pcpp-certification-professional/
MTA: Introduction to Programming Using Python Certificationhttps://docs.microsoft.com/en-us/learn/certifications/mta-introduction-to-programming-using-python
Getting Started with Python in Visual Studio Codehttps://code.visualstudio.com/docs/python/python-tutorial
Google's Python Style Guidehttps://google.github.io/styleguide/pyguide.html
Google's Python Education Classhttps://developers.google.com/edu/python/
Real Pythonhttps://realpython.com
The Python Open Source Computer Science Degree by Forrest Knighthttps://github.com/ForrestKnight/open-source-cs-python
Intro to Python for Data Sciencehttps://www.datacamp.com/courses/intro-to-python-for-data-science
Intro to Python by W3schoolshttps://www.w3schools.com/python/python_intro.asp
Codecademy's Python 3 coursehttps://www.codecademy.com/learn/learn-python-3
Learn Python with Online Courses and Classes from edXhttps://www.edx.org/learn/python
Python Courses Online from Courserahttps://www.coursera.org/courses?query=python
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#python-frameworks-and-tools
Python Package Index (PyPI)https://pypi.org/
PyCharmhttps://www.jetbrains.com/pycharm/
Python Tools for Visual Studio(PTVS)https://microsoft.github.io/PTVS/
Pylancehttps://github.com/microsoft/pylance-release
Pyrighthttps://github.com/Microsoft/pyright
Djangohttps://www.djangoproject.com/
Flaskhttps://flask.palletsprojects.com/
Web2pyhttp://web2py.com/
AWS Chalicehttps://github.com/aws/chalice
Tornadohttps://www.tornadoweb.org/
HTTPiehttps://github.com/httpie/httpie
Scrapyhttps://scrapy.org/
Sentryhttps://sentry.io/
Pipenvhttps://github.com/pypa/pipenv
Python Firehttps://github.com/google/python-fire
Bottlehttps://github.com/bottlepy/bottle
WSGIhttps://www.wsgi.org/
Python Standard Libraryhttps://docs.python.org/library/
CherryPyhttps://cherrypy.org
Sanichttps://github.com/huge-success/sanic
Pyramidhttps://trypyramid.com
TurboGearshttps://turbogears.org
Falconhttps://falconframework.org/
Neural Network Intelligence(NNI)https://github.com/microsoft/nni
Feature Engineeringhttps://github.com/microsoft/nni/blob/master/docs/en_US/FeatureEngineering/Overview.md
Neural Architecture Searchhttps://github.com/microsoft/nni/blob/master/docs/en_US/NAS/Overview.md
Model Compressionhttps://github.com/microsoft/nni/blob/master/docs/en_US/Compressor/Overview.md
Hyperparameter Tuninghttps://github.com/microsoft/nni/blob/master/docs/en_US/Tuner/BuiltinTuner.md
Dashhttps://plotly.com/dash
Luigihttps://github.com/spotify/luigi
Locusthttps://github.com/locustio/locust
spaCyhttps://github.com/explosion/spaCy
NumPyhttps://www.numpy.org/
Pillowhttps://python-pillow.org/
IPythonhttps://ipython.org/
GraphLab Createhttps://turi.com/
Pandashttps://pandas.pydata.org/
PuLPhttps://coin-or.github.io/pulp/
Matplotlibhttps://matplotlib.org/
Scikit-Learnhttps://scikit-learn.org/stable/index.html
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Rubyhttps://www.ruby-lang.org/en/
Ruby Documentationhttps://www.ruby-lang.org/en/documentation/
Ruby Communityhttps://www.ruby-lang.org/en/community/
Ruby Gemshttps://guides.rubygems.org/rubygems-basics/
Ruby courses by Courserahttps://www.coursera.org/courses?query=ruby
Learn Ruby course by Codecademyhttps://www.codecademy.com/learn/learn-ruby
Ruby Glossaryhttps://www.codecademy.com/articles/glossary-ruby
Ruby in Twenty Minutes Quickstarthttps://www.ruby-lang.org/en/documentation/quickstart/
Getting started with a Ruby on Rails application on CircleCI.https://circleci.com/docs/2.0/language-ruby/
The Ruby Style Guidehttps://rubystyle.guide
Airbnb's Ruby Style Guidehttps://github.com/airbnb/ruby
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#ruby-dev-tools
RubyMinehttps://www.jetbrains.com/ruby/
Railshttps://rubyonrails.org/
Model-View-Controller (MVC)https://en.wikipedia.org/wiki/Model-view-controller
rbenvhttps://github.com/rbenv/rbenv
Prettier for Rubyhttps://prettier.io/
Active Adminhttps://activeadmin.info/
Capistranohttps://github.com/capistrano/capistrano
Spreehttps://spreecommerce.org/
Sidekiqhttps://sidekiq.org/
Kaminarihttps://github.com/amatsuda/kaminari/wiki
React-Railshttps://github.com/reactjs/react-rails
Reacthttp://facebook.github.io/react/
Pryhttps://github.com/pry/pry
Brakemanhttps://brakemanscanner.org/
dotenvhttps://github.com/bkeepers/dotenv
Scientisthttps://github.com/github/scientist
fastlanehttps://fastlane.tools/
Fluentdhttps://www.fluentd.org/
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Node.jshttps://nodejs.org/
Node.js Build Working Grouphttps://github.com/nodejs/build
The OpenJS Foundationhttps://openjsf.org/
Set up NodeJS on WSL 2https://docs.microsoft.com/en-us/windows/nodejs/setup-on-wsl2
Getting started with Node.js in Google Cloudhttps://cloud.google.com/nodejs/getting-started
Getting Started with Node.js in AWShttps://docs.aws.amazon.com/sdk-for-javascript/v2/developer-guide/getting-started-nodejs.html
Node.js App Hosting & Deployment in Microsoft Azurehttps://azure.microsoft.com/en-us/develop/nodejs/
The Node.js best practices list https://github.com/goldbergyoni/nodebestpractices
Introduction to Node.js by W3Schoolshttps://www.w3schools.com/nodejs/nodejs_intro.asp
The Node.js Community Committeehttps://github.com/nodejs/community-committee
Node.js Mentorship Program Initiativehttps://github.com/nodejs/mentorship
Node.js tutorial in Visual Studio Codehttps://code.visualstudio.com/docs/nodejs/nodejs-tutorial
Server-side Development with NodeJS, Express and MongoDB on Courserahttps://www.coursera.org/learn/server-side-nodejs
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NPMhttps://www.npmjs.com/
node-gyphttps://github.com/nodejs/node-gyp
nvm https://github.com/nvm-sh/nvm
node-dockerhttps://hub.docker.com/_/node/
Mochahttps://github.com/mochajs/mocha
AVAhttps://github.com/avajs/ava
egghttps://eggjs.org/
mysqljshttps://github.com/mysqljs/mysql
axioshttps://github.com/axios/axios
Fastifyhttps://www.fastify.io/
Expresshttps://expressjs.com/
Meteorhttps://www.meteor.com/
NW.jshttps://nwjs.io/
PM2https://pm2.io/
NestJShttps://nestjs.com/
jenkins-nodejshttps://plugins.jenkins.io/nodejs/
Strapihttps://strapi.io/
Standardhttps://standardjs.com/
React Starter Kithttps://www.reactstarterkit.com/
Node.jshttps://nodejs.org/
Expresshttp://expressjs.com/
GraphQLhttp://graphql.org/
Reacthttps://facebook.github.io/react/
Webpackhttps://webpack.github.io/
Babelhttps://babeljs.io/
Browsersynchttps://www.browsersync.io/
Hexohttps://hexo.io/
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Gohttps://golang.org/
Golang Contribution Guidehttps://golang.org/doc/contribute.html
Google Developers Traininghttps://developers.google.com/training/
Google Developers Certificationhttps://developers.google.com/certification/
Uber's Go Style Guidehttps://github.com/uber-go/guide/blob/master/style.md
GitLab's Go standards and style guidelineshttps://docs.gitlab.com/ee/development/go_guide/
Effective Gohttps://golang.org/doc/effective_go.html
Go: The Complete Developer's Guide (Golang) on Udemyhttps://www.udemy.com/course/go-the-complete-developers-guide/
Getting Started with Go on Courserahttps://www.coursera.org/learn/golang-getting-started
Programming with Google Go on Courserahttps://www.coursera.org/specializations/google-golang
Learning Go Fundamentals on Pluralsighthttps://www.pluralsight.com/courses/go-fundamentals
Learning Go on Codecademyhttps://www.codecademy.com/learn/learn-go
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#go-tools
golang toolshttps://pkg.go.dev/golang.org/x/tools
Go in Visual Studio Codehttps://code.visualstudio.com/docs/languages/go
Traefikhttps://github.com/traefik/traefik
Giteahttps://github.com/go-gitea/gitea
OpenFaaShttps://github.com/openfaas/faas
microhttps://github.com/zyedidia/micro
Gravitational Teleporthttps://github.com/gravitational/teleport
NATShttps://nats.io/
Acthttps://github.com/nektos/act
Fiberhttps://gofiber.io/
Expresshttps://github.com/expressjs/express
Fasthttphttps://github.com/valyala/fasthttp
Glidehttps://github.com/Masterminds/glide
BadgerDBhttps://github.com/dgraph-io/badger
Dgraphhttps://dgraph.io/
Go kithttps://github.com/go-kit/kit
Codishttps://github.com/CodisLabs/codis
zaphttps://github.com/uber-go/zap
HttpRouterhttps://github.com/julienschmidt/httprouter
Gorilla WebSockethttps://github.com/gorilla/websocket
Delvehttps://github.com/go-delve/delve
GORMhttps://github.com/go-gorm/gorm
Go Patternshttps://github.com/tmrts/go-patterns
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Introduction to Bash Shell Scripting by Courserahttps://www.coursera.org/projects/introduction-to-bash-shell-scripting
Bash: Shell Script Basics by Pluralsighthttps://www.pluralsight.com/courses/bash-shell-scripting
Bash/Shell by Codecademyhttps://www.codecademy.com/catalog/language/bash
Windows Remote Management in Ansible using PowerShellhttps://docs.ansible.com/ansible/latest/user_guide/windows_winrm.html
Getting Started with PowerShellhttps://docs.microsoft.com/en-us/powershell/
PowerShell in Azure Cloud Shellhttps://aka.ms/cloudshell/powershell-docs
Azure Functions using PowerShellhttps://docs.microsoft.com/en-us/azure/azure-functions/functions-create-first-function-vs-code?pivots=programming-language-powershell
Azure Automation runbookshttps://docs.microsoft.com/en-us/azure/automation/automation-runbook-types
Using Visual Studio Code for PowerShell Developmenthttps://docs.microsoft.com/en-us/powershell/scripting/dev-cross-plat/vscode/using-vscode?view=powershell-7
Integrated Terminal in Visual Studio Codehttps://code.visualstudio.com/docs/editor/integrated-terminal
AWS Tools for Windows PowerShellhttps://aws.amazon.com/powershell/
PowerShell Best Practices and Style Guidehttps://poshcode.gitbooks.io/powershell-practice-and-style
AWS Command Line Interface and aws-shell Sample for AWS Cloud9https://docs.aws.amazon.com/cloud9/latest/user-guide/sample-aws-cli.html
Configuring Cloud Shell on Google Cloudhttps://cloud.google.com/shell/docs/configuring-cloud-shell
Google's Shell Style Guidehttps://google.github.io/styleguide/shellguide.html
https://patch-diff.githubusercontent.com/mikeroyal/OpenStack-Guide#bash-powershell-tools
Bashhttps://www.gnu.org/software/bash/
PowerShell Corehttps://microsoft.com/PowerShell
Azure PowerShellhttps://docs.microsoft.com/en-us/powershell/azure/overview
Windows Subsystem for Linux (WSL)https://docs.microsoft.com/en-us/learn/modules/get-started-with-windows-subsystem-for-linux/
AWS Shellhttps://aws.amazon.com/cli/
Google Cloud Shellhttps://cloud.google.com/shell/
VS Code Bash Debughttps://marketplace.visualstudio.com/items?itemName=rogalmic.bash-debug
VS Code Bash IDEhttps://marketplace.visualstudio.com/items?itemName=mads-hartmann.bash-ide-vscode
bash language serverhttps://github.com/bash-lsp/bash-language-server/blob/master/bash-lsp
Tree Sitterhttps://github.com/tree-sitter/tree-sitter
grammar for Bashhttps://github.com/tree-sitter/tree-sitter-bash
explainshellhttps://explainshell.com/
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Pull Requesthttps://github.com/mikeroyal/OpenStack-Guide/pulls
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