About this Course

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Shareable Certificate
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100% online
Start instantly and learn at your own schedule.
Intermediate Level
Approx. 15 hours to complete
English

What you will learn

  • Create TensorFlow and Keras machine learning models and understand their key components

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

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

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

Skills you will gain

  • Machine Learning
  • Python Programming
  • Build Input Data Pipeline
  • Tensorflow
  • keras
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. 15 hours to complete
English

Instructor

Offered by

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Google Cloud

Syllabus - What you will learn from this course

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Week
1
Week 1
1 minute to complete

Introduction to the Course

1 minute to complete
1 video (Total 1 min)
1 hour to complete

Introduction to the TensorFlow ecosystem

1 hour to complete
4 videos (Total 19 min), 1 reading, 1 quiz
5 hours to complete

Design and Build an Input Data Pipeline

5 hours to complete
10 videos (Total 41 min), 1 reading, 3 quizzes
Week
2
Week 2
6 hours to complete

Building Neural Networks with the TensorFlow and Keras API

6 hours to complete
11 videos (Total 45 min), 1 reading, 4 quizzes
Week
3
Week 3
2 hours to complete

Training at Scale with Vertex AI

2 hours to complete
3 videos (Total 7 min), 1 reading, 2 quizzes
1 hour to complete

Summary

1 hour to complete
4 readings

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