Google Cloud AutoML Training Course

Last updated

Course Code

googlecloudautoml

Duration

7 hours (usually 1 day including breaks)

Requirements

  • Basic knowledge of data analytics
  • Familiarity with machine learning

Audience

  • Data scientists
  • Data analysts
  • Developers

Overview

Google Cloud AutoML is a machine learning (ML) platform that enables users to build, train, and deploy customized ML models specific to their business needs.

This instructor-led, live training (online or onsite) is aimed at data scientists, data analysts, and developers who wish to explore AutoML products and features to create and deploy custom ML training models with minimal effort.

By the end of this training, participants will be able to:

  • Explore the AutoML product line to implement different services for various data types.
  • Prepare and label datasets to create custom ML models.
  • Train and manage models to produce accurate and fair machine learning models.
  • Make predictions using trained models to meet business objectives and needs.

Format of the Course

  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.

Course Customization Options

  • To request a customized training for this course, please contact us to arrange.

Course Outline

Introduction

Overview of AutoML Features and Architecture

  • Google’s ML ecosystem
  • AutoML line of products

Working With Google’s Machine Learning Ecosystem

  • Applications for AutoML products
  • Challenges and limitations

Evaluating Content Using AutoML Natural Language

  • Preparing datasets
  • Creating and deploying models
  • Text and document training (classification, extraction, analysis)

Classifying Images Using AutoML Vision

  • Labeling images
  • Training and evaluating models
  • AutoML Vision Edge

Creating Translation Models Using AutoML Translation

  • Preparing datasets (source and target language)
  • Creating and managing models
  • Testing models

Making Predictions from Trained Models

  • Analyzing documents
  • Image prediction
  • Translating content

Exploring Other AutoML Products

  • AutoML Tables for structured data
  • AutoML Video Intelligence for videos

Troubleshooting

Summary and Conclusion

Testimonials

★★★★★
★★★★★

Related Categories

Related Courses

Course Discounts

Course Discounts Newsletter

We respect the privacy of your email address. We will not pass on or sell your address to others.
You can always change your preferences or unsubscribe completely.

Some of our clients

is growing fast!

We are looking to expand our presence in the US!

As a Business Development Manager you will:

  • expand business in the US
  • recruit local talent (sales, agents, trainers, consultants)
  • recruit local trainers and consultants

We offer:

  • Artificial Intelligence and Big Data systems to support your local operation
  • high-tech automation
  • continuously upgraded course catalogue and content
  • good fun in international team

If you are interested in running a high-tech, high-quality training and consulting business.

Apply now!

This site in other countries/regions