Resources

Courses and Tutorials

Fundamentals:

• Professor Pascal Poupart’s Introduction to Machine Learning and Reinforcement Learning.
• Professor 李宏毅 (Hung-yi Lee)’s Linear Algebra and Machine Learning (Chinese Tutorials).
• Professor Alberto Bemporad’s Model Predictive Control.
• Stanford CS230 Deep Learning
• Richard Turner

Programming:

• Corey Schafer’s Python Programming Beginner Tutorials

Libraries of Implementations

• Python codes for robotics algorithm
• OpenPCDet

Conducting Research

A tool for finding related works: Connected Papers

English Language

Word Choice and Phrases:

• NetSpeak --> Tutorial
• Corpus of Contemporary American English (COCA) --> Tutorial

Sentences:

• Manchester Phrasebank

Grammar:

• Online English Grammar --> Highly Recommend
• Grammar: Verb Tense Tutorial

Academic Paper Writing:

• Abstract:
  • How to write a good abstract for a scientific paper or conference presentation
• Writing response to a paper review:
  • Ten simple rules for writing a response to reviewers
  • Sample Response 1
  • Sample Response 2

Email Communication:

• How to Email Your Professor (without being annoying AF)
• How to Email Your Professor (w/ Sample Emails!)