Recommendation Systems with TensorFlow on GCP

In this course, you apply your knowledge of classification models and embeddings to build a ML pipeline that functions as a recommendation engine.This is the fifth and final course of the Advanced Machine Learning on Google Cloud series.

• 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.

Syllabus

Syllabus - What you will learn from this course
Week 1
Welcome to Recommendation Systems on Google Cloud
Recommendation Systems Overview
Content-Based Recommendation Systems
Collaborative Filtering Recommendations Systems
Week 2
Neural Networks for Recommendation Systems
Reinforcement Learning
Summary

FAQ

Can I preview a course before enrolling?

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

What will I get when I enroll?

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.

When will I receive my Course Certificate?

If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

Why can’t I audit this course?

This course is one of a few offered on Coursera that are currently available only to learners who have paid or received financial aid, when available.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

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Last Updated: September 1, 2015

Reviews

kudos to team gcp, practical guide to implementing a recommendation system and helpful overview of gcp tml ools

It is a wonderful course, to learn about the practical implementation of recommendation systems on Google Cloud Platform.

Had a great experience and learned a lot except some of the labs in the course are misplaced.

Composer component takes too long to initiate. Almost more than 25 minutes. Please fix it.