Stanford University
DeepLearning.AI
Unsupervised Learning, Recommenders, Reinforcement Learning
Stanford University
DeepLearning.AI

Unsupervised Learning, Recommenders, Reinforcement Learning

This course is part of Machine Learning Specialization

Taught in English

Some content may not be translated

Andrew Ng
Aarti Bagul
Geoff Ladwig

Instructors: Andrew Ng

Top Instructor

184,466 already enrolled

Course

Gain insight into a topic and learn the fundamentals

4.9

(2,780 reviews)

|

96%

Beginner level

Recommended experience

27 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Use unsupervised learning techniques for unsupervised learning: including clustering and anomaly detection

  • Build recommender systems with a collaborative filtering approach and a content-based deep learning method

  • Build a deep reinforcement learning model

Details to know

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Assessments

8 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.9

(2,780 reviews)

|

96%

Beginner level

Recommended experience

27 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

This course is part of the Machine Learning Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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There are 3 modules in this course

This week, you will learn two key unsupervised learning algorithms: clustering and anomaly detection

What's included

13 videos1 reading2 quizzes2 programming assignments

What's included

15 videos3 quizzes2 programming assignments1 ungraded lab

This week, you will learn about reinforcement learning, and build a deep Q-learning neural network in order to land a virtual lunar lander on Mars!

What's included

18 videos3 readings3 quizzes1 programming assignment1 ungraded lab

Instructors

Instructor ratings
5.0 (907 ratings)
Andrew Ng

Top Instructor

DeepLearning.AI
42 Courses7,288,372 learners

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DeepLearning.AI

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