Google Cloud Skills Boost

Get Started with TensorFlow on Google Cloud

8 hours Introductory universal_currency_alt 6 Credits
Earn a skill badge by completing the Get Started with TensorFlow on Google Cloud quest where you will learn how to use TensorFlow and Vertex AI. This quest will teach you how to build simple machine learning models with TensorFlow while simultaneously walking you through how to leverage Vertex AI to build and deploy your models. You will primarily interact with Vertex AI Workbench user-managed notebooks.

A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete this Skill Badge, and the final assessment challenge lab, to receive a digital badge that you can share with your network.

Badge for Get Started with TensorFlow on Google Cloud

When you complete this activity, you can earn the badge displayed above! View all the badges you have earned by visiting your profile page. Boost your cloud career by showing the world the skills you have developed!

  • Lab

    TensorFlow: Qwik Start

    In this lab, you learn the basic ‘Hello World' of machine learning. Instead of programming explicit rules in a language such as Java or C++, you build a system that is trained on data to infer the rules that determine a relationship between numbers.

  • Lab

    Introduction to Computer Vision with TensorFlow

    In this lab you create a computer vision model that can recognize items of clothing and then explore what affects the training model.

  • Lab

    Introduction to Convolutions with TensorFlow

    A convolution is a filter that passes over an image, processes it, and extracts features that show a commonality in the image. In this lab you'll see how they work, and try processing an image to extract features from it!

  • Lab

    Classify Images with TensorFlow Convolutional Neural Networks

    In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.

  • Lab

    Identify Horses or Humans with TensorFlow and Vertex AI

    In this lab, you use convolutions to recognize features in an image where the subject can be anywhere in the image!

  • Lab

    Get Started with TensorFlow on Google Cloud: Challenge Lab

    This challenge lab tests your skills and knowledge from the labs in the Get Started with TensorFlow on Google Cloud Quest. You should be familiar with the content of these labs before attempting this lab.

  • info
    Quest Info
    Available languages
    What do I do when I finish this quest?
    After finishing this quest, you can explore additional content in your learning path or browse the learning catalog.
    What badges can I earn?
    Upon finishing a quest, you will earn a badge of completion. Some quests test your ability to apply your knowledge via a final assessment challenge lab. For these quests, you will receive a skill badge. Badges can be viewed on your profile and shared with your social network.