About this Course

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Shareable Certificate
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100% online
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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
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.
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%(1,668 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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