About this Course

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Advanced Level
Approx. 15 hours to complete
English

What you will learn

  • Devise a content-based recommendation engine.

  • Implement a collaborative filtering recommendation engine.

  • Build a hybrid recommendation engine with user and content embeddings.

  • Use reinforcement learning techniques for contextual bandits in the context of recommendations.

Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Advanced Level
Approx. 15 hours to complete
English

Instructor

Offered by

Placeholder

Google Cloud

Syllabus - What you will learn from this course

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Week
1
Week 1
19 minutes to complete

Welcome to Recommendation Systems on Google Cloud

19 minutes to complete
1 video (Total 9 min), 1 reading
1 hour to complete

Recommendation Systems Overview

1 hour to complete
5 videos (Total 20 min), 1 reading, 1 quiz
4 hours to complete

Content-Based Recommendation Systems

4 hours to complete
10 videos (Total 30 min), 1 reading, 3 quizzes
3 hours to complete

Collaborative Filtering Recommendations Systems

3 hours to complete
13 videos (Total 97 min), 1 reading, 2 quizzes
Week
2
Week 2
3 hours to complete

Neural Networks for Recommendation Systems

3 hours to complete
13 videos (Total 62 min), 1 reading, 2 quizzes
3 hours to complete

Reinforcement Learning

3 hours to complete
10 videos (Total 68 min), 1 reading, 2 quizzes
18 minutes to complete

Summary

18 minutes to complete
2 videos (Total 8 min), 1 reading

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