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

Unsupervised Learning, Recommenders, Reinforcement Learning

This course is part of Machine Learning Specialization

Andrew Ng
Aarti Bagul
Geoff Ladwig

Instructors: Andrew Ng

Top Instructor

236,817 already enrolled

Gain insight into a topic and learn the fundamentals.
4.9

(3,861 reviews)

Beginner level

Recommended experience

Flexible schedule
Approx. 27 hours
Learn at your own pace
96%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.9

(3,861 reviews)

Beginner level

Recommended experience

Flexible schedule
Approx. 27 hours
Learn at your own pace
96%
Most learners liked this course

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

Shareable certificate

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Assessments

8 assignments

Taught in English

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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 assignments2 programming assignments

What's included

15 videos3 assignments2 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 assignments1 programming assignment1 ungraded lab

Instructors

Instructor ratings
5.0 (1,179 ratings)
Andrew Ng

Top Instructor

DeepLearning.AI
46 Courses7,890,680 learners

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DeepLearning.AI

Recommended if you're interested in Machine Learning

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Learner reviews

4.9

3,861 reviews

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TK
5

Reviewed on Sep 9, 2022

HA
4

Reviewed on Sep 25, 2022

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5

Reviewed on Sep 26, 2022

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