DeepLearning.AI
Data Pipelines with TensorFlow Data Services
DeepLearning.AI

Data Pipelines with TensorFlow Data Services

This course is part of TensorFlow: Data and Deployment Specialization

Taught in English

Some content may not be translated

Laurence Moroney

Instructor: Laurence Moroney

23,603 already enrolled

Course

Gain insight into a topic and learn the fundamentals

4.4

(500 reviews)

|

92%

Intermediate level

Recommended experience

11 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Perform efficient ETL tasks using Tensorflow Data Services APIs

  • Construct train/validation/test splits of any dataset - either custom or present in TensorFlow Hub Dataset library - using Splits API

  • Use different modules and functions of the TFDS API to prepare your data for training pipelines

  • Identify bottlenecks in your input pipelines and increase your workflow efficiency by input parallelization

Details to know

Shareable certificate

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Assessments

5 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.4

(500 reviews)

|

92%

Intermediate level

Recommended experience

11 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

This course is part of the TensorFlow: Data and Deployment Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
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There are 4 modules in this course

This week, you will be able to perform efficient ETL tasks using Tensorflow Data Services APIs

What's included

10 videos6 readings1 quiz1 programming assignment

In this week, you will construct train/validation/test splits of any dataset - either custom or present in TensorFlow hub dataset library - using Splits API

What's included

7 videos4 readings1 quiz1 programming assignment

This week you will extend your knowledge of data pipelines

What's included

21 videos6 readings1 quiz1 programming assignment

You'll learn how to handle your data input to avoid bottlenecks, race conditions and more!

What's included

22 videos4 readings2 quizzes1 programming assignment1 ungraded lab

Instructor

Instructor ratings
4.8 (46 ratings)
Laurence Moroney
DeepLearning.AI
15 Courses485,365 learners

Offered by

DeepLearning.AI

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