In this repository you will find tutorials and projects related to Machine Learning. I try to make the code as clear as possible, and the goal is be to used as a learning resource and a way to lookup problems to solve specific problems. For most I have also done video explanations on YouTube if you want a walkthrough for the code. If you got any questions or suggestions for future videos I prefer if you ask it on YouTube. This repository is contribution friendly, so if you feel you want to add something then I'd happily merge a PR 😃

Table Of Contents

• Machine Learning Algorithms
• PyTorch Tutorials
  • Basics
  • More Advanced
  • Object Detection
  • Generative Adversarial Networks
  • Architectures
• TensorFlow Tutorials
  • Beginner Tutorials
  • Architectures

Machine Learning

PyTorch Tutorials

If you have any specific video suggestion please make a comment on YouTube :)

Basics

More Advanced

Object Detection

Object Detection Playlist

Generative Adversarial Networks

GAN Playlist

Architectures

TensorFlow Tutorials

If you have any specific video suggestion please make a comment on YouTube :)

Beginner Tutorials

CNN Architectures

• LeNet
• AlexNet
• VGG
• GoogLeNet
• ResNet