Practical AI on the Google Cloud Platform

Practical AI on the Google Cloud Platform

by Micheal Lanham
Publication Date: 20/10/2020

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Working with AI is complicated and expensive for many developers. That's why cloud providers have stepped in to make it easier, offering free (or affordable) state-of-the-art models and training tools to get you started. With this book, you'll learn how to use Google's AI-powered cloud services to do everything from creating a chatbot to analyzing text, images, and video.


Author Micheal Lanham demonstrates methods for building and training models step-by-step and shows you how to expand your models to accomplish increasingly complex tasks. If you have a good grasp of math and the Python language, you'll quickly get up to speed with Google Cloud Platform, whether you want to build an AI assistant or a simple business AI application.



  • Learn key concepts for data science, machine learning, and deep learning

  • Explore tools like Video AI and AutoML Tables

  • Build a simple language processor using deep learning systems

  • Perform image recognition using CNNs, transfer learning, and GANs

  • Use Google's Dialogflow to create chatbots and conversational AI

  • Analyze video with automatic video indexing, face detection, and TensorFlow Hub

  • Build a complete working AI agent application

ISBN:
9781492075769
9781492075769
Category:
Computer science
Publication Date:
20-10-2020
Language:
English
Publisher:
O'Reilly Media

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