Binary Classification with PyTorch: Made Easy! скачать в хорошем качестве

Binary Classification with PyTorch: Made Easy!

Hey guys, in this video, via PyTorch, you guys will build a very basic neural network that performs Binary Classification, which is a fundamental concept in Machine Learning. Code for this project: https://colab.research.google.com/dri... Timestamps: 0:00 Intro 0:16 What is Binary Classification 1:05 Getting a dataset 3:32 Visualization 5:50 Creating a split 7:07 First Neural Network 13:03 What are Logits? 13:27 Sigmoid functions 14:38 Setting up training code 15:47 Building an accuracy function 18:55 Rounding predictions 20:12 Training loop 24:12 Second Neural Network 26:11 Third Neural Network + Non-Linearity 27:44 Fixing my mistakes 28:42 Non-Linearity: Outcome 29:14 Inference 30:27 Outro Thanks for watching!! Suggestions, ideas or opinions are very much welcome! :)