Machine Learning Crash Course - Google Developers
4.0
(2)
35 learners
What you'll learn
This course includes
- 1.3 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 23 lessons • 1.3 hours of video
Machine Learning Crash Course - Google Developers
23 lessons
• 1.3 hours
Machine Learning Crash Course - Google Developers
23 lessons
• 1.3 hours
- Introducing ML 02:54
- Descending into ML 02:54
- Reducing Loss 04:23
- First Steps with TensorFlow 00:38
- Generalization 04:48
- Training and Test Sets 01:46
- Validation 01:46
- Representation 05:43
- Feature Crosses 04:04
- Regularization for Simplicity 04:20
- Logistic Regression 03:41
- Classification 07:26
- Regularization for Sparsity 01:42
- Intro to Neural Nets 02:50
- Training Neural Nets 02:54
- Multi-Class Neural Nets 03:43
- Embeddings 14:44
- Production ML Systems 01:04
- Static vs. Dynamic Inference 02:16
- Static vs. Dynamic Training 02:18
- Data Dependencies 04:02
- Cancer Example 02:02
- Literature Example 02:43
Take this course with you
Download the app to continue lessons from your phone anytime.
