fast.ai

My personal notes from fast.ai course. These notes will continue to be updated and improved as I continue to review the course to "really" understand it.

Main Course Links

Table of Contents

Useful Resources

Tools for Deep Learning

  • tmux

    • A terminal multiplexer

  • Wget

    • A computer program that retrieves (downloads) content from web servers

  • cURL

    • A command line tool for transferring data with URLs

  • Secure Shell (SSH)

    • SSH client is used for securely connecting to remote computer

  • SFTP (SSH File Transfer Protocol)

    • Securely transfer files between local computer and remote computer/server

  • Jupyter Notebook

    • A web-based interactive computational environment for creating and sharing documents that contain live code, equations, visualizations and narrative text

  • Kaggle API

    • Official Kaggle command line (CLI) tool to download Kaggle datasets