ai-cwr-resources.md

Resources:

Learning Resources

https://www.tensorflow.org/tutorials

Crawl (Train data to make predictions)

• Learning
  • This talk
  • Machine Learning Crash Course
• Doing
  • Train some data: Apply some training approaches to Datasets
    • Kaggle Datasets
    • Other Google results: [ML Data Sets)(https://www.google.com/search?q=ml+data+sets&oq=ml+data+sets&aqs=chrome..69i57j0l2.3165j0j7&sourceid=chrome&ie=UTF-8)

Walk (Deploy ML model to an application)

Learning

• Research papers
  • Research papers link: ARXIV
  • How to read a research paper: Siraj Raval on YouTube
• Prob Stats
• Linear Algebra

Doing

• Train Data
  • Kaggle problems
• Complete a ML project

Run (Frame problem and implement a solution)

Learning

• Conduct Research
  • Programs
    • Open AI Scholars
  • Kaggle Datasets

Doing

• Solve a problem
  • Enumerate business case
  • Gather and prep data
  • Solve problem
  • Refine model