MITx: Introduction to Computer Science and Programming Using Python
By Massachusetts Institute of Technology Certificate or Program credits
An introduction to computer science as a tool to solve real-world analytical problems using Python 3.5.
AdelaideX: Programming for Data Science
By University of Adelaide Certificate or Program credits
Learn how to apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.
HarvardX: CS50's Introduction to Computer Science
By Harvard University
An introduction to the intellectual enterprises of computer science and the art of programming.
LVx: Intro to Data Science & Machine Learning
By Learn Ventures
A first introduction to data science and machine learning. Use Python to acquire, clean, and analyze data using powerful machine leanring models and popular data science libraries.
HarvardX: CS50's Computer Science for Lawyers
This course is a variant of Harvard University's introduction to computer science, CS50, designed especially for lawyers (and law students).
ChalmersX: Computer System Design: Advanced Concepts of Modern Microprocessors
By Chalmers University of Technology Certificate or Program credits
Learn about advanced computer design concepts, including how to make modern multicore-based computers both fast and energy efficient.
PurdueX: AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures
By Purdue University
IBM: Introduction to Statistics for Data Science using Python
By IBM
This Statistics for Data Science course is designed to introduce you to the basic principles of statistical methods and procedures used for data analysis.
TokyoTechX: プログラミングしながら学ぶコンピュータサイエンス入門 : Introduction to Computer Science and Programming
By Tokyo Institute of Technology Certificate or Program credits
AIやコンピュータでやっていることは「計算」です。超入門的プログラミングで「計算」の設計法を体験しながら，コンピュータサイエンスの基礎を学びます。
“Computations” are what computers, including those utilizing Artificial Intelligent algorithms are actually doing. Learn about the basic and key concepts of computer science while experiencing how to program anddesign “computational algorithms.”
CS50's AP® Computer Science Principles | Harvard University
By Harvard
Data Science: Machine Learning | Harvard University
By Harvard Certificate or Program credits
Frontiers of Computer Science: Artificial Intelligence, the Internet of Things, and Cybersecurity | Harvard University
Data Science and Artificial Intelligence: Ethics, Governance, and Laws | Harvard University
Introduction to Computer Science with Python | Harvard University
Data Science: Machine Learning - April 2024 | Harvard University
CS50's Computer Science for Business Professionals - May 2023 | Harvard University
CS50's Computer Science for Business Professionals | Harvard University
CS50: Introduction to Computer Science | Harvard University
Introduction to Probability for Computer Scientists
By Stanford Certificate or Program credits available
RWTHx: Statistical and Probabilistic Foundations of AI
By RWTH Aachen University Certificate or Program credits
'Statistical and Probabilistic Foundations of AI' provides an accessible overview of the mathematics and statistics behind fundamental concepts of data science, machine learning, and artificial intelligence. It covers descriptive and exploratory data analysis and a brief introduction to inferential statistics. It provides the principles of probability necessary to understand the methods used in inferential statistics and machine learning at an introductory level.
Certificate or Program credits
