beginnerFree
Machine Learning Crash Course
by Google AI Team · Google
4.6(8,500 reviews)
1M+ enrolled15 hoursUpdated 2024-08
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 TensorFlow
Apply TensorFlow 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
Google's fast-paced introduction to ML with TensorFlow APIs, featuring video lectures, exercises, and interactive visualizations.
Curriculum
Module 1: Machine learning & TensorFlow6 lessons
- Introduction to machine learning
- Machine learning in Practice
- Hands-on Exercise: Machine learning
- Introduction to TensorFlow
- TensorFlow in Practice
- Hands-on Exercise: TensorFlow
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: Neural networks3 lessons
- Introduction to neural networks
- Neural networks in Practice
- Hands-on Exercise: Neural networks
Instructor
Google AI Team
Instructor at Google
Pros & Cons
Pros
- Completely free to access
- Hands-on interactive exercises
- Taught by Google AI Team
- Well-structured curriculum
Cons
- No certificate provided
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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