Artificial Intelligence (AI) Courses

Python Programming (파이썬 프로그래밍)

• MIT 6.0001 Introduction to Computer Science and Programming in Python
• Harvard CS50 Introduction to Programming with Python

Mathematics for AI (인공지능 수학)

• Khan Academy Linear Algebra
• 3Blue1Brown Essence of Linear Algebra
• MIT 8.06SC Linear Algebra
  • Octave

Data Science (데이터 과학)

• MIT 6.0002 Introduction to Computational Thinking and Data Science
• MIT 15.075J Statistical Thinking and Data Analysis

Machine Learning (기계학습)

• 3Blue1Brown Neural networks
• MIT 6.036 Introduction to Machine Learning
• MIT 6.034 Artificial Intelligence
• MIT 6.825 Techniques in Artificial Intelligence

Statistical Learning (통계학습)

• An Introduction to Statistical Learning
  • Youtube
• The Elements of Statistical Learning

Deep Learning (심층학습)

• MIT 6.S191: Introduction to Deep Learning
• Stanford CS231n: Deep Learning for Computer Vision

Machine Learning with Graphs

• Stanford CS224W: Machine Learning with Graphs
  • Youtube

Machine Learning on Embedded IoT Devices

• Harvard CS249r: Tiny Machine Learning

AI for Healthcare

• MIT 6.S897 Machine Learning For Healthcare