Important Links

• Deep Learning with PyTorch: Zero to GANs
• Zero to Mastery Learn PyTorch for Deep Learning
• StatQuest
• 3Blue1Brown
• Everything you need to know about Neural Networks and Backpropagation — Machine Learning Easy and Fun
• Deep Learning 101: Beginners Guide to Neural Network
• Neural Networks

Doubts

• Layer Structure

To Do

• MeshGrid Numpy
• Linspace Numpy
• PyTorch neural network classification, PyTorch workflows, computer vision, custom datasets, experiment tracking, model deployment, and my personal favourite: transfer learning, a powerful technique for taking what one machine learning model has learned on another problem and applying it to your own!

Unsorted links

• distill.pub
• 3blue1brown music
• colah.github
• A Gentle Introduction to Machine Learning
• Neural Networks and Deep Learning
• 3Blue1Brown Docs
• Alexander Amini - MIT Videos