Share on LinkedIn Feed Twitter Facebook

Google Cloud Skills Boost
Your Learning progress might get lost. Sign in or Join to save your progress.
close

04

TensorFlow on Google Cloud

Path navigate_next Course navigate_next Overview

04

TensorFlow on Google Cloud

magic_button TensorFlow Machine Learning Pipeline Machine Learning Model Training
These skills were generated by A.I. Do you agree this course teaches these skills?
15 hours Intermediate universal_currency_alt 25 Credits

This course covers designing and building a TensorFlow input data pipeline, building ML models with TensorFlow and Keras, improving the accuracy of ML models, writing ML models for scaled use, and writing specialized ML models.

Complete this activity and earn a badge! Boost your cloud career by showing the world the skills you’ve developed.

Badge for TensorFlow on Google Cloud
info
Course Info
Objectives
  • Create TensorFlow and Keras machine learning models and describe 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.
Prerequisites

Some familiarity with basic machine learning concepts

Basic proficiency with a scripting language; Python preferred
Audience
- Data Analysts - Data Engineers - Data Scientists - ML Engineers - ML Software Engineers
Available languages
English, 日本語, français, español (Latinoamérica), 한국어 и português (Brasil)
Preview