About this Course

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Learner Career Outcomes

25%

started a new career after completing these courses

31%

got a tangible career benefit from this course
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

  • 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

Learner Career Outcomes

25%

started a new career after completing these courses

31%

got a tangible career benefit from this course
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

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Google Cloud

Syllabus - What you will learn from this course

Content RatingThumbs Up90%(3,240 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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