About this Course

Learner Career Outcomes

40%

started a new career after completing these courses

44%

got a tangible career benefit from this course

19%

got a pay increase or promotion
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 19 hours to complete
English

What you will learn

  • Generalize a ML model using Regularization techniques

  • Tune batch size and learning rate for better model performance

  • Optimize a ML model

  • Apply the concepts in TensorFlow code

Skills you will gain

TensorflowMachine LearningCloud Computing

Learner Career Outcomes

40%

started a new career after completing these courses

44%

got a tangible career benefit from this course

19%

got a pay increase or promotion
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 19 hours to complete
English

Instructor

Offered by

Placeholder

Google Cloud

Syllabus - What you will learn from this course

Content RatingThumbs Up83%(1,517 ratings)Info
Week
1

Week 1

7 minutes to complete

Introduction

7 minutes to complete
2 videos (Total 7 min)
3 hours to complete

The Art of ML

3 hours to complete
8 videos (Total 21 min), 2 readings, 2 quizzes
Week
2

Week 2

4 hours to complete

Hyperparameter Tuning

4 hours to complete
5 videos (Total 7 min), 1 reading, 3 quizzes
1 hour to complete

A Pinch of Science

1 hour to complete
5 videos (Total 28 min), 2 readings, 2 quizzes
Week
3

Week 3

5 hours to complete

The Science of Neural Networks

5 hours to complete
7 videos (Total 58 min), 1 reading, 4 quizzes
2 hours to complete

Embeddings

2 hours to complete
8 videos (Total 32 min), 1 reading, 2 quizzes
3 hours to complete

Summary

3 hours to complete
1 video (Total 2 min), 3 readings

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About the Machine Learning with TensorFlow on Google Cloud Platform Specialization

Machine Learning with TensorFlow on Google Cloud Platform

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