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Mini batch gradient descent implementation from scratch in python | AI Basics |
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code reference: https://github.com/akkinasrikar/Machine-learning-bootcamp/blob/master/Mini%20batch%20gradient%20descent/mini%20batch.ipynb __________________________________________________ 1)Linear regression via statistics method | AI Basics https://www.youtube.com/watch?v=QBhGTN6F5iI&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=2 2)Linear regression using sklearn | Custom train test split | Custom Labelencoder https://www.youtube.com/watch?v=7UA4TPB4B-Y&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=3 3)Metrics for linear regression from scratch | AI Basics https://www.youtube.com/watch?v=vUp3I6PEL2Q&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=4 4)Normal Equation code in python | AI Basics | https://www.youtube.com/watch?v=bVNe5cl5K54&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=5 5)What is gradient descent and what are the pitfalls for this method? https://www.youtube.com/watch?v=np9Cg4ha7Xk&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=6 6)Gradient descent from scratch in python https://www.youtube.com/watch?v=vGaQgNRHxbs&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=7 7)what is stochastic gradient descent? https://www.youtube.com/watch?v=nxGZzDQIb4k&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=8 8)Stochastic gradient descent code from scratch in python https://www.youtube.com/watch?v=_g-rLDPbrgE&list=PLrZVX3Rf2YWtYsXigb9-l-36CVHytz8-A&index=9 _____________________________________________________ Instagram with 36k+ community: https://www.instagram.com/ai_basics/ _____________________________________________________ facebook group: https://www.facebook.com/groups/557547224967332
YouTube url:
https://youtu.be/kQ_IdNIZXT8
Created:
28. 9. 2020 13:43:46