12 weeks
8–10 hours per week
Instructor-paced
Instructor-led on a course schedule
This course is archived
Future dates to be announced
Machine Learning
At a glance
- Institution: ColumbiaX
- Subject: Computer Science
- Level: Advanced
- Prerequisites:
- Calculus
- Linear algebra
- Probability and statistical concepts
- Coding and comfort with data manipulation
- Language: English
- Video Transcript: English
- Associated skills:Data Analysis, Topic Modeling, Algorithms, Forecasting, Support Vector Machine, Boosting, Unsupervised Learning, Logistic Regression, Hidden Markov Model, Supervised Learning, Cluster Analysis, Matrix Factorization, Machine Learning, K-Means Clustering, Mixture Model, Mathematical Optimization
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.Interested in this course for your business or team?
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