NumPy Ultraquick Tutorial Colab exercise, which provides all the NumPy information you need for this course.
pandas UltraQuick Tutorial Colab exercise, which provides all the pandas information you need for this course.
Linear Regression with Synthetic Data Colab exercise, which explores linear regression with a toy dataset.
Linear Regression with a Real Dataset Colab exercise, which guides you through the kinds of analysis you should do on a real dataset.
Validation Sets and Test Sets Colab exercise.
Representation with Feature Crosses Colab exercise.
Binary Classification Colab exercise.
Intro to Neural Networks Colab exercise.
Multi-Class Classification with MNIST Colab exercise.