beginnerFree
Machine Learning for Beginners
by Jen Looper & Team · Microsoft
4.6(2,200 reviews)
100K+ enrolled12 weeksUpdated 2024-10
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 scikit-learn
Apply scikit-learn techniques to solve real-world problems
Understand the fundamentals and key concepts of classification
Apply classification techniques to solve real-world problems
About This Course
26-lesson GitHub curriculum from Microsoft covering classic ML techniques with scikit-learn through hands-on projects.
Curriculum
Module 1: Machine learning & Scikit-learn6 lessons
- Introduction to machine learning
- Machine learning in Practice
- Hands-on Exercise: Machine learning
- Introduction to scikit-learn
- Scikit-learn in Practice
- Hands-on Exercise: Scikit-learn
Module 2: Classification & Regression6 lessons
- Introduction to classification
- Classification in Practice
- Hands-on Exercise: Classification
- Introduction to regression
- Regression in Practice
- Hands-on Exercise: Regression
Module 3: Clustering3 lessons
- Introduction to clustering
- Clustering in Practice
- Hands-on Exercise: Clustering
Instructor
Jen Looper & Team
Instructor at Microsoft
Pros & Cons
Pros
- Completely free to access
- Taught by Jen Looper & Team
- Well-structured curriculum
Cons
- No certificate provided
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
Enroll Now