intermediateCertificate$99
Principles of Machine Learning
by Microsoft Team · edX
4.4(2,500 reviews)
70K+ enrolled6 weeksUpdated 2024-05
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 classification
Apply classification techniques to solve real-world problems
Understand the fundamentals and key concepts of regression
Apply regression techniques to solve real-world problems
About This Course
Microsoft course covering classification, regression, feature engineering, model selection, and ensemble methods with Azure ML.
Curriculum
Module 1: Machine learning & Classification6 lessons
- Introduction to machine learning
- Machine learning in Practice
- Hands-on Exercise: Machine learning
- Introduction to classification
- Classification in Practice
- Hands-on Exercise: Classification
Module 2: Regression & Feature engineering6 lessons
- Introduction to regression
- Regression in Practice
- Hands-on Exercise: Regression
- Introduction to feature engineering
- Feature engineering in Practice
- Hands-on Exercise: Feature engineering
Module 3: Ensemble methods3 lessons
- Introduction to ensemble methods
- Ensemble methods in Practice
- Hands-on Exercise: Ensemble methods
Instructor
Microsoft Team
Instructor at edX
Pros & Cons
Pros
- Offers a certificate of completion
- High-quality video lectures
- Taught by Microsoft Team
- Well-structured curriculum
Cons
- Requires paid subscription
- Self-paced requires discipline
$99
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