intermediateCertificate$199
Machine Learning
by John Paisley · edX
4.5(2,800 reviews)
80K+ enrolled12 weeksUpdated 2024-09
What You'll Learn
Understand the fundamentals and key concepts of machine learning
Apply machine learning techniques to solve real-world problems
Understand the fundamentals and key concepts of supervised learning
Apply supervised learning techniques to solve real-world problems
Understand the fundamentals and key concepts of unsupervised learning
Apply unsupervised learning techniques to solve real-world problems
About This Course
ColumbiaX course covering supervised and unsupervised learning, including classification, regression, clustering, and dimensionality reduction.
Curriculum
Module 1: Machine learning & Supervised learning6 lessons
- Introduction to machine learning
- Machine learning in Practice
- Hands-on Exercise: Machine learning
- Introduction to supervised learning
- Supervised learning in Practice
- Hands-on Exercise: Supervised learning
Module 2: Unsupervised learning & Classification6 lessons
- Introduction to unsupervised learning
- Unsupervised learning in Practice
- Hands-on Exercise: Unsupervised learning
- Introduction to classification
- Classification in Practice
- Hands-on Exercise: Classification
Module 3: Clustering3 lessons
- Introduction to clustering
- Clustering in Practice
- Hands-on Exercise: Clustering
Instructor
John Paisley
Instructor at edX
Pros & Cons
Pros
- Offers a certificate of completion
- High-quality video lectures
- Taught by John Paisley
- Well-structured curriculum
Cons
- Requires paid subscription
- Self-paced requires discipline
$199
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