AI Resources Self-Guided Learnings

What is ML?

• AI for Everyone

How to Implement ML

• Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

• Andrew Ng Machine Learning Specialization

• Deep Learning Specialization

• Practical Deep Learning
  • Book

• Dive into Deep Learning
• MIT Deep Learning Book
• Stanford AI Courses
• Deep Learning for Computer Vision - University of Michigan
• Reinforcement Learning :
  • RL Book
  • Specialization

Useful Resources

• Podcasts
  • Last Week in AI
  • Leigh Engel recommended Matt Wolf as a resource who shares “what happened in AI this week.” Here’s his recap on chatgpt4 updates

• Newsletters
  • Neuron Daily - This is run by NU Undergrads
  • Import AI Substack

• Annual Reports
  • State of AI Report

• Useful Data communities
  • Chicago Engineering and Tech Communities and Organizations
  • This Dot Tech Communites
• Northwestern specific
  • Learining O'Reilly
  • KDA Data Analytics Resources
  • KDA Coding Resources
  • Dataquest
  • Northwestern IT Consultations
  • Northwestern IT Workshops
  • LinkedIn Learning
  • Northwestern Research Tools (Mathematica, SAS, Qualtrics, MATLAB, SPSS, and others)
  • AI @ Northwestern
  • NUworkspace
• Blogs
  • HuggingFace