This repository contains code and associated files for the AI Programming with Python Nanodegree program. This repository consists of a number of tutorial notebooks for various coding exercises and programming labs that will be used to supplement the lessons of the course.
- Linear Algebra Essentials
- Vectors Lab Learn how to graph 2D vectors.
- Linear Combination Lab Learn how to computationally determine a vector's span and solve a simple system of equations.
- Linear Mapping Learn how to solve some problems computationally using vectors and matrices.
- Intro to Python Lab - Classifying Images Lab: Determine which CNN architecture model works best at classifying images of dogs and their breeds.
Each directory has a requirements.txt
describing the minimal dependencies required to run the notebooks in that directory.
To install these dependencies with pip, you can issue pip3 install -r requirements.txt
.