Neural Networks 📺

This playlist has everything you need to know about Neural Networks, from the basics, all the way to image classification with Convolutional Neural Networks.

1. Neural Networks Pt. 1: Inside the Black Box [YouTube]
2. The Chain Rule [YouTube]
3. Gradient Descent, Step-by-Step [YouTube]
4. Neural Networks Pt. 2: Backpropagation Main Ideas [YouTube]
5. Backpropagation Details Pt. 1: Optimizing 3 parameters simultaneously. [YouTube]
...
13. Neural Networks Part 8: Image Classification with Convolutional Neural Networks [YouTube]

🔗Full YouTube playlist

#materials #machinelearning #neuralnetworks

Python Machine Learning Tutorials 📺

Learn machine learning with Python. This series starts out teaching basic machine learning concepts like linear regression and k-nearest neighbors and moves into more advanced topics like neural networks and convolution neural networks.

1. Introduction [YouTube]
2. Linear Regression p.1 [YouTube]
3. Linear Regression p.2 [YouTube]
...
12. Implementing K-Means Clustering [YouTube]

🔗Full Playlist

#materials #machinelearning