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

70,083 already enrolled

Course

Gain insight into a topic and learn the fundamentals

4.9

(953 reviews)

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

Skills you'll gain

  • Category: Collaborative Filtering
  • Category: Unsupervised Learning
  • Category: Recommender Systems
  • Category: Reinforcement Learning
  • Category: Anomaly Detection

Details to know

Shareable Certificate

Add to your LinkedIn profile

Quizzes and assessments

0 quizzes, 8 assessments

English
Subtitles: English

Course

Gain insight into a topic and learn the fundamentals

4.9

(953 reviews)

Beginner level

Recommended experience

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

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
Placeholder

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 videos

What's included

15 videos

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

17 videos2 readings

Instructors

Instructor ratings
5.0 (345 ratings)
Andrew Ng

Top Instructor

DeepLearning.AI
38 Courses6,297,979 learners

Offered by

DeepLearning.AI
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 953

4.9

953 reviews

  • 5 stars

    94.96%

  • 4 stars

    7.03%

  • 3 stars

    0.62%

  • 2 stars

    0%

  • 1 star

    0.20%

HA
4

Reviewed on Sep 25, 2022

RD
5

Reviewed on Sep 16, 2022

RJ
5

Reviewed on Sep 26, 2022

Recommended if you're interested in Data Science

You are Currently on slide 1
Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions