Getting Started

Start by downloading the class files.

git clone https://github.com/lukas/ml-class

Install the python dependencies.

cd ml-class
pip install -r requirements.txt

Open up the class directory.

cd videos
cd intro

Make an account to keep track of your model training.

wandb signup

Follow the directions in Weights & Biases to set up your account.

Next ⟶
Course Overview
What is Machine Learning?
Getting Started
1. Build a Neural Network
2. Multilayer Perceptrons
3. Convolutional Neural Networks
4. Autoencoders
5. Sentiment Analysis
6. Recurrent Neural Networks
7. Text Generation
8. Text Classification
9. Long Short-Term Memory
10. Seq2Seq