About this Course

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Shareable Certificate
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Intermediate Level
Approx. 19 hours to complete
English

What you will learn

  • Use the Keras Sequential and Functional APIs for simple and advanced model creation

  • Design and build a TensorFlow 2.x input data pipeline

  • Use the tf.data library to manipulate data and large datasets

  • Train, deploy, and productionalize ML models at scale with Cloud AI Platform

Skills you will gain

Machine LearningPython ProgrammingBuild Input Data PipelineTensorflowkeras
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

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Google Cloud

Syllabus - What you will learn from this course

Content RatingThumbs Up89%(3,356 ratings)Info
Week
1

Week 1

7 minutes to complete

Introduction to course

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

Introduction to TensorFlow

3 hours to complete
5 videos (Total 22 min), 1 reading, 5 quizzes
Week
2

Week 2

8 hours to complete

Design and Build a TensorFlow Input Data Pipeline

8 hours to complete
10 videos (Total 25 min), 1 reading, 9 quizzes
Week
3

Week 3

4 hours to complete

Training neural networks with Tensorflow 2 and the Keras Sequential API

4 hours to complete
5 videos (Total 23 min), 1 reading, 5 quizzes
Week
4

Week 4

3 hours to complete

Training neural networks with Tensorflow 2 and the Keras Functional API

3 hours to complete
6 videos (Total 29 min), 1 reading, 4 quizzes
1 hour to complete

Summary

1 hour to complete
1 video (Total 8 min), 2 readings, 1 quiz

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