6 weeks
4–5 hours per week
Self-paced
Progress at your own speed
Free
Optional upgrade available
There is one session available:
20,180 already enrolled! After a course session ends, it will be archivedOpens in a new tab.
Starts Aug 30
Machine Learning and AI with Python
At a glance
- Institution: HarvardX
- Subject: Data Analysis & Statistics
- Level: Intermediate
- Prerequisites:
Learners should have experience in Python and statistics in order to be successful in the course. You should also be comfortable with bootstrapping, multilogistic regression, the use of hyperparameters, and the basics of how to handle missing data. All of that is covered in HarvardX’s Introduction to Data Science with Python.You may also wish to explore other Python prerequisites such as CS50’s Introduction to Programming with Python and statistics prerequisites, which can be met via Fat Chance or Stat110 offered through HarvardX.
- Language: English
- Video Transcript: English
- Associated programs:
- Professional Certificate in Python for Data Science and Machine Learning
Who can take this course?
Unfortunately, learners residing in one or more of the following countries or regions will not be able to register for this course: Iran, Cuba and the Crimea region of Ukraine. While edX has sought licenses from the U.S. Office of Foreign Assets Control (OFAC) to offer our courses to learners in these countries and regions, the licenses we have received are not broad enough to allow us to offer this course in all locations. edX truly regrets that U.S. sanctions prevent us from offering all of our courses to everyone, no matter where they live.This course is part of Python for Data Science and Machine Learning Professional Certificate Program
Learn moreExpert instruction
2 skill-building courses
Self-paced
Progress at your own speed
4 months
3 - 4 hours per week
Interested in this course for your business or team?
Train your employees in the most in-demand topics, with edX For Business.