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

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