René's URL Explorer Experiment

Title: GitHub - musikalkemist/DeepLearningForAudioWithPython: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel. · GitHub

Open Graph Title: GitHub - musikalkemist/DeepLearningForAudioWithPython: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

X Title: GitHub - musikalkemist/DeepLearningForAudioWithPython: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

Description: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel. - musikalkemist/DeepLearningForAudioWithPython

Open Graph Description: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel. - musikalkemist/DeepLearningForAudioWithPython

X Description: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel. - musikalkemist/DeepLearningForAudioWithPython

Opengraph URL: https://github.com/musikalkemist/DeepLearningForAudioWithPython

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:f32ee0ff-8d6c-d6be-dc69-6f23ce3d692a
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	C3D4:D9F12:149E8E:1E892A:6A4DFD01
html-safe-nonce	aa48e19edf0650519d2519b17cb5ae992fb21aa4502aab2cc09b3f9460189d72
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDM0Q0OkQ5RjEyOjE0OUU4RToxRTg5MkE6NkE0REZEMDEiLCJ2aXNpdG9yX2lkIjoiMTg0MzAwMjc1ODA2MTIyNzI2NSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	0b385c4bac6cc716eb0569b8a5c4fd321ce7c8a45a35635f2dea5b95b23f82bf
hovercard-subject-tag	repository:229301622
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/musikalkemist/DeepLearningForAudioWithPython
twitter:image	https://opengraph.githubassets.com/ac1617e19a5cf295c68690a347e193f1e8b95735013bb053c53ffbe96a79d88b/musikalkemist/DeepLearningForAudioWithPython
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/ac1617e19a5cf295c68690a347e193f1e8b95735013bb053c53ffbe96a79d88b/musikalkemist/DeepLearningForAudioWithPython
og:image:alt	Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel. - musikalkemist/DeepLearningForAudioWithPython
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	5818716c93c6a2925b815402541a32814e43a7b1261c322b0c2df75224289566
turbo-cache-control	no-cache
go-import	github.com/musikalkemist/DeepLearningForAudioWithPython git https://github.com/musikalkemist/DeepLearningForAudioWithPython.git
octolytics-dimension-user_id	12214724
octolytics-dimension-user_login	musikalkemist
octolytics-dimension-repository_id	229301622
octolytics-dimension-repository_nwo	musikalkemist/DeepLearningForAudioWithPython
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	229301622
octolytics-dimension-repository_network_root_nwo	musikalkemist/DeepLearningForAudioWithPython
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	4314b1df11fa8a565684f3a72dc971e3785da365
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/musikalkemist/DeepLearningForAudioWithPython#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmusikalkemist%2FDeepLearningForAudioWithPython
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmusikalkemist%2FDeepLearningForAudioWithPython
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=musikalkemist%2FDeepLearningForAudioWithPython
Reload	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Reload	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Reload	https://github.com/musikalkemist/DeepLearningForAudioWithPython
musikalkemist	https://github.com/musikalkemist
DeepLearningForAudioWithPython	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Notifications	https://github.com/login?return_to=%2Fmusikalkemist%2FDeepLearningForAudioWithPython
Fork 279	https://github.com/login?return_to=%2Fmusikalkemist%2FDeepLearningForAudioWithPython
Star 711	https://github.com/login?return_to=%2Fmusikalkemist%2FDeepLearningForAudioWithPython
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Issues 0	https://github.com/musikalkemist/DeepLearningForAudioWithPython/issues
Pull requests 0	https://github.com/musikalkemist/DeepLearningForAudioWithPython/pulls
Actions	https://github.com/musikalkemist/DeepLearningForAudioWithPython/actions
Projects	https://github.com/musikalkemist/DeepLearningForAudioWithPython/projects
Security and quality 0	https://github.com/musikalkemist/DeepLearningForAudioWithPython/security
Insights	https://github.com/musikalkemist/DeepLearningForAudioWithPython/pulse
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Issues	https://github.com/musikalkemist/DeepLearningForAudioWithPython/issues
Pull requests	https://github.com/musikalkemist/DeepLearningForAudioWithPython/pulls
Actions	https://github.com/musikalkemist/DeepLearningForAudioWithPython/actions
Projects	https://github.com/musikalkemist/DeepLearningForAudioWithPython/projects
Security and quality	https://github.com/musikalkemist/DeepLearningForAudioWithPython/security
Insights	https://github.com/musikalkemist/DeepLearningForAudioWithPython/pulse
	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Branches	https://github.com/musikalkemist/DeepLearningForAudioWithPython/branches
Tags	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tags
	https://github.com/musikalkemist/DeepLearningForAudioWithPython/branches
	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tags
48 Commits	https://github.com/musikalkemist/DeepLearningForAudioWithPython/commits/master/
	https://github.com/musikalkemist/DeepLearningForAudioWithPython/commits/master/
01 - Course overview/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/01%20-%20Course%20overview/slides
01 - Course overview/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/01%20-%20Course%20overview/slides
02 - Ai, machine learning and deep learning/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/02%20-%20Ai%2C%20machine%20learning%20and%20deep%20learning/slides
02 - Ai, machine learning and deep learning/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/02%20-%20Ai%2C%20machine%20learning%20and%20deep%20learning/slides
03 - Implementing an artificial neuron from scratch	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/03%20-%20Implementing%20an%20artificial%20neuron%20from%20scratch
03 - Implementing an artificial neuron from scratch	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/03%20-%20Implementing%20an%20artificial%20neuron%20from%20scratch
04 - Vector and matrix operations/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/04%20-%20Vector%20and%20matrix%20operations/slides
04 - Vector and matrix operations/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/04%20-%20Vector%20and%20matrix%20operations/slides
05 - Computation in neural networks/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/05%20-%20Computation%20in%20neural%20networks/slides
05 - Computation in neural networks/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/05%20-%20Computation%20in%20neural%20networks/slides
06 - Implementing a neural network from scratch/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/06%20-%20Implementing%20a%20neural%20network%20from%20scratch/code
06 - Implementing a neural network from scratch/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/06%20-%20Implementing%20a%20neural%20network%20from%20scratch/code
07 - Bagkpropagation and gradient descent/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/07%20-%20Bagkpropagation%20and%20gradient%20descent/slides
07 - Bagkpropagation and gradient descent/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/07%20-%20Bagkpropagation%20and%20gradient%20descent/slides
08 - Training a neural network - Implementing back propagation from scratch/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/08%20-%20Training%20a%20neural%20network%20-%20Implementing%20back%20propagation%20from%20scratch/code
08 - Training a neural network - Implementing back propagation from scratch/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/08%20-%20Training%20a%20neural%20network%20-%20Implementing%20back%20propagation%20from%20scratch/code
09 - How to imlement a simple neural network with TensorFlow/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/09%20-%20How%20to%20imlement%20a%20simple%20neural%20network%20with%20TensorFlow/code
09 - How to imlement a simple neural network with TensorFlow/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/09%20-%20How%20to%20imlement%20a%20simple%20neural%20network%20with%20TensorFlow/code
10 - Understanding audio data for deep learning/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/10%20-%20Understanding%20audio%20data%20for%20deep%20learning/slides
10 - Understanding audio data for deep learning/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/10%20-%20Understanding%20audio%20data%20for%20deep%20learning/slides
11 - Preprocessing audio data for deep learning/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/11%20-%20Preprocessing%20audio%20data%20for%20deep%20learning/code
11 - Preprocessing audio data for deep learning/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/11%20-%20Preprocessing%20audio%20data%20for%20deep%20learning/code
12 - Music genre classification - Preparing the dataset/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/12%20-%20Music%20genre%20classification%20-%20Preparing%20the%20dataset/code
12 - Music genre classification - Preparing the dataset/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/12%20-%20Music%20genre%20classification%20-%20Preparing%20the%20dataset/code
13 - Implementing a neural network for music genre classification	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/13%20-%20Implementing%20a%20neural%20network%20for%20music%20genre%20classification
13 - Implementing a neural network for music genre classification	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/13%20-%20Implementing%20a%20neural%20network%20for%20music%20genre%20classification
14 - Solving overfitting in neural networks	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/14%20-%20Solving%20overfitting%20in%20neural%20networks
14 - Solving overfitting in neural networks	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/14%20-%20Solving%20overfitting%20in%20neural%20networks
15 - How does a convolutional neural network work/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/15%20-%20How%20does%20a%20convolutional%20neural%20network%20work/slides
15 - How does a convolutional neural network work/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/15%20-%20How%20does%20a%20convolutional%20neural%20network%20work/slides
16 - How to implement a CNN for music genre classification/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/16%20-%20How%20to%20implement%20a%20CNN%20for%20music%20genre%20classification/code
16 - How to implement a CNN for music genre classification/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/16%20-%20How%20to%20implement%20a%20CNN%20for%20music%20genre%20classification/code
17 - Recurrent Neural Networks explained easily/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/17%20-%20Recurrent%20Neural%20Networks%20explained%20easily/slides
17 - Recurrent Neural Networks explained easily/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/17%20-%20Recurrent%20Neural%20Networks%20explained%20easily/slides
18 - LSTM networks explained easily/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/18%20-%20LSTM%20networks%20explained%20easily/slides
18 - LSTM networks explained easily/slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/18%20-%20LSTM%20networks%20explained%20easily/slides
19 - How to implement an RNN-LSTM for music genre classification/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/19%20-%20How%20to%20implement%20an%20RNN-LSTM%20for%20music%20genre%20classification/code
19 - How to implement an RNN-LSTM for music genre classification/code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/19%20-%20How%20to%20implement%20an%20RNN-LSTM%20for%20music%20genre%20classification/code
.gitignore	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/.gitignore
.gitignore	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/.gitignore
CONTRIBUTING.md	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/CONTRIBUTING.md
CONTRIBUTORS.md	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/CONTRIBUTORS.md
CONTRIBUTORS.md	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/CONTRIBUTORS.md
Instructions_GTZAN.md	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/Instructions_GTZAN.md
Instructions_GTZAN.md	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/Instructions_GTZAN.md
LICENSE	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/LICENSE
LICENSE	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/LICENSE
README.md	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/README.md
README.md	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/README.md
dataset_downloader.py	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/dataset_downloader.py
dataset_downloader.py	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/dataset_downloader.py
environment.yml	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/environment.yml
environment.yml	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/environment.yml
requirements.txt	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/requirements.txt
requirements.txt	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/requirements.txt
README	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Contributing	https://github.com/musikalkemist/DeepLearningForAudioWithPython
MIT license	https://github.com/musikalkemist/DeepLearningForAudioWithPython
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#deep-learning-for-audio-with-python
Deep Learning (for Audio) with Python	https://www.youtube.com/playlist?list=PL-wATfeyAMNrtbkCNsLcpoAyBBRJZVlnf
	https://camo.githubusercontent.com/5ca62441414bacaa54c6c6e5b68e46c76305947b6bf498c4949fc71c1b4b10dd/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4d61696e7461696e65642533462d7965732d677265656e2e737667
	https://camo.githubusercontent.com/ee6bff22c661a1649ba1962f84c6200c1e37bd0e5d6bac2ed6404f40103e9321/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f707974686f6e2d332e31312d626c75652e737667
	https://camo.githubusercontent.com/ee7084ebd4eff2f0a1fc7710c0336cef49c495d874b5692b103fc78b17ce1009/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6c6962726f73612d3934313841383f7374796c653d666c6174266c6f676f3d707974686f6e266c6f676f436f6c6f723d7768697465
	https://camo.githubusercontent.com/67302eff5f3c0b213cf96081ecc3e3968bfb5f86c3c41be4175e27c4f01f370d/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f54656e736f72466c6f772d4646364630303f7374796c653d666c6174266c6f676f3d74656e736f72666c6f77266c6f676f436f6c6f723d7768697465
	https://camo.githubusercontent.com/8d7bd6eab363d2eeb87e045defbfc9ea249808c1da8359c7ad2481f614153d38/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4b657261732d2532334430303030302e7376673f7374796c653d666c6174266c6f676f3d4b65726173266c6f676f436f6c6f723d7768697465
	https://camo.githubusercontent.com/1b00b18eb6aaf41ab3d92c80950082a99acada037182423824410bf0858dddcd/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f7363696b69745f6c6561726e2d4637393331453f7374796c653d666c6174266c6f676f3d7363696b69742d6c6561726e266c6f676f436f6c6f723d7768697465
	https://camo.githubusercontent.com/92b03b71aa744a53f04c0d11ebfa5e9b2b1cdce413757b3d9c08f84098ccc89d/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4e756d50792d3030346139363f7374796c653d666c6174266c6f676f3d6e756d7079266c6f676f436f6c6f723d7768697465
	https://camo.githubusercontent.com/2a6eb16730d905c1e70480a12e0e22716478212ae27bc7dc6e5dc6f321c98df1/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4d6174706c6f746c69622d3131353537433f7374796c653d666c6174266c6f676f3d6d6174706c6f746c6962266c6f676f436f6c6f723d7768697465
	https://camo.githubusercontent.com/8bb50fd2278f18fc326bf71f6e88ca8f884f72f179d3e555e20ed30157190d0d/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6c6963656e73652d4d49542d677265656e2e737667
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#note-on-versioning
legacy branch	https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/legacy
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#table-of-contents
Dataset Setup (GTZAN)	https://github.com/musikalkemist/DeepLearningForAudioWithPython#dataset-setup-gtzan
Course Structure	https://github.com/musikalkemist/DeepLearningForAudioWithPython#course-structure
1. Fundamentals & Math	https://github.com/musikalkemist/DeepLearningForAudioWithPython#part-1-fundamentals--math
2. Neural Networks from Scratch	https://github.com/musikalkemist/DeepLearningForAudioWithPython#part-2-neural-networks-from-scratch
3. TensorFlow & Audio Preprocessing	https://github.com/musikalkemist/DeepLearningForAudioWithPython#part-3-tensorflow--audio-preprocessing
4. Music Genre Classification Project	https://github.com/musikalkemist/DeepLearningForAudioWithPython#part-4-music-genre-classification-project-mlp
5. Advanced Architectures (CNN & RNN)	https://github.com/musikalkemist/DeepLearningForAudioWithPython#part-5-advanced-architectures-cnn--rnn-lstm
How to Run the Scripts	https://github.com/musikalkemist/DeepLearningForAudioWithPython#how-to-run-the-scripts
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#dataset-setup-gtzan
Instructions GTZAN	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/Instructions_GTZAN.md
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#course-structure
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#part-1-fundamentals--math
Video	https://www.youtube.com/watch?v=fMqL5vckiU0
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/01%20-%20Course%20overview/slides/Course%20overview.pdf
Video	https://www.youtube.com/watch?v=1LLxZ35ru_g
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/02%20-%20Ai,%20machine%20learning%20and%20deep%20learning/slides/AI,%20machine%20learning%20and%20deep%20learning.pdf
Video	https://www.youtube.com/watch?v=qxIaW-WvLDU
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/03%20-%20Implementing%20an%20artificial%20neuron%20from%20scratch/slides/Implementing%20an%20artificial%20neuron%20from%20scratch.pdf
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/03%20-%20Implementing%20an%20artificial%20neuron%20from%20scratch/code/artificialneuron.py
Video	https://www.youtube.com/watch?v=FmD1S5yP_os
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/04%20-%20Vector%20and%20matrix%20operations/slides/Vector%20and%20matrix%20operations.pdf
Video	https://www.youtube.com/watch?v=QUCzvlgvk6I
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/05%20-%20Computation%20in%20neural%20networks/slides/Computation%20in%20neural%20networks.pdf
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#part-2-neural-networks-from-scratch
Video	https://www.youtube.com/watch?v=0oWnheK-gGk
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/06%20-%20Implementing%20a%20neural%20network%20from%20scratch/code/mlp.py
Video	https://www.youtube.com/watch?v=ScL18goxsSg
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/07%20-%20Bagkpropagation%20and%20gradient%20descent/slides/Training%20a%20neural%20network_%20Backward%20propagation%20and%20gradient%20descent.pdf
Video	https://www.youtube.com/watch?v=Z97XGNUUx9o
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/08%20-%20Training%20a%20neural%20network%20-%20Implementing%20back%20propagation%20from%20scratch/code/mlp.py
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#part-3-tensorflow--audio-preprocessing
Video	https://www.youtube.com/watch?v=JdXxaZcQer8
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/09%20-%20How%20to%20imlement%20a%20simple%20neural%20network%20with%20TensorFlow/code/mlp.py
Video	https://www.youtube.com/watch?v=m3XbqfIij_Y
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/10%20-%20Understanding%20audio%20data%20for%20deep%20learning/slides/Understanding%20audio%20data%20for%20%20deep%20learning.pdf
Video	https://www.youtube.com/watch?v=Oa_d-zaUti8
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/11%20-%20Preprocessing%20audio%20data%20for%20deep%20learning/code/audio_prep.py
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#part-4-music-genre-classification-project-mlp
Video	https://www.youtube.com/watch?v=szyGiObZymo
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/12%20-%20Music%20genre%20classification%20-%20Preparing%20the%20dataset/code/extract_data_fast.py
Video	https://www.youtube.com/watch?v=_xcFAiufwd0
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/13%20-%20Implementing%20a%20neural%20network%20for%20music%20genre%20classification/slides/Implementing%20a%20neural%20network%20for%20music%20genre%20calssification.pdf
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/13%20-%20Implementing%20a%20neural%20network%20for%20music%20genre%20classification/code/mlp_genre_classifier.py
Video	https://www.youtube.com/watch?v=Gf5DO6br0ts
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/14%20-%20Solving%20overfitting%20in%20neural%20networks/slides/Solving%20overfitting%20in%20neural%20networks.pdf
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/14%20-%20Solving%20overfitting%20in%20neural%20networks/code/solving_overfitting.py
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#part-5-advanced-architectures-cnn--rnn-lstm
Video	https://www.youtube.com/watch?v=t3qWfUYJEYU
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/15%20-%20How%20does%20a%20convolutional%20neural%20network%20work/slides/How%20does%20a%20convolutional%20%20neural%20network%20work.pdf
Video	https://www.youtube.com/watch?v=dOG-HxpbMSw
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/16%20-%20How%20to%20implement%20a%20CNN%20for%20music%20genre%20classification/code/cnn_genre_classifier.py
Video	https://www.youtube.com/watch?v=DY82Goknf0s
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/17%20-%20Recurrent%20Neural%20Networks%20explained%20easily/slides/Recurrent%20Neural%20Networks%20explained%20easily.pdf
Video	https://www.youtube.com/watch?v=eCvz-kB4yko
Slides	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/18%20-%20LSTM%20networks%20explained%20easily/slides/LSTM%20networks%20%20explained%20easily.pdf
Video	https://www.youtube.com/watch?v=4nXI0h2sq2I
Code	https://github.com/musikalkemist/DeepLearningForAudioWithPython/blob/master/19%20-%20How%20to%20implement%20an%20RNN-LSTM%20for%20music%20genre%20classification/code/lstm_genre_classifier.py
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#how-to-run-the-scripts
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#2-prepare-the-environment-recommended
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#2-navigate-to-the-lesson-folder
	https://github.com/musikalkemist/DeepLearningForAudioWithPython#3-execute-the-script
Readme	https://github.com/musikalkemist/DeepLearningForAudioWithPython#readme-ov-file
MIT license	https://github.com/musikalkemist/DeepLearningForAudioWithPython#MIT-1-ov-file
Contributing	https://github.com/musikalkemist/DeepLearningForAudioWithPython#contributing-ov-file
Please reload this page	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Activity	https://github.com/musikalkemist/DeepLearningForAudioWithPython/activity
279 forks	https://github.com/musikalkemist/DeepLearningForAudioWithPython/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmusikalkemist%2FDeepLearningForAudioWithPython&report=musikalkemist+%28user%29
Releases	https://github.com/musikalkemist/DeepLearningForAudioWithPython/releases
Packages 0	https://github.com/users/musikalkemist/packages?repo_name=DeepLearningForAudioWithPython
Please reload this page	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Please reload this page	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Contributors	https://github.com/musikalkemist/DeepLearningForAudioWithPython/graphs/contributors
Please reload this page	https://github.com/musikalkemist/DeepLearningForAudioWithPython
Python 100.0%	https://github.com/musikalkemist/DeepLearningForAudioWithPython/search?l=python
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.