Micheal Lanham
Practical AI on the Google Cloud Platform: Utilizing Google's State-of-the-Art AI Cloud Services
Practical AI on the Google Cloud Platform: Utilizing Google's State-of-the-Art AI Cloud Services
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- More about Practical AI on the Google Cloud Platform: Utilizing Google's State-of-the-Art AI Cloud Services
Cloud providers offer free (or affordable) state-of-the-art models and training tools to make working with AI easier for developers. This book demonstrates how to use Google's AI-powered cloud services to create chatbots, analyze text, images, and video, and build and train models. It covers key concepts for data science, machine learning, and deep learning, and explores tools like Video AI, AutoML Tables, and Dialogflow.
Format: Paperback / softback
Length: 400 pages
Publication date: 27 October 2020
Publisher: O'Reilly Media, Inc, USA
Working with artificial intelligence (AI) can be a complex and costly endeavor for many developers. To make it more accessible and affordable, cloud providers have emerged as a solution. These providers offer free or affordable state-of-the-art models and training tools to help developers get started with AI. In this book, we will explore how to leverage Google's AI-powered cloud services to accomplish a wide range of tasks, from creating chatbots to analyzing text, images, and video.
Author Micheal Lanham will guide you step-by-step through the process of building and training models, demonstrating how to expand your models to handle increasingly complex tasks. Whether you have a solid grasp of math and the Python language or are new to AI, this book will help you get up to speed with Google Cloud Platform quickly.
Key concepts for data science, machine learning, and deep learning will be covered, along with exploring tools like Video AI and AutoML Tables. You will learn how to build a simple language processor using deep learning systems, perform image recognition using CNNs, transfer learning, and GANs, and use Google's Dialogflow to create chatbots and conversational AI.
Furthermore, you will explore how to analyze video with automatic video indexing, face detection, and TensorFlow Hub, and build a complete working AI agent application. By the end of this book, you will have the skills and knowledge needed to leverage AI in your projects and applications.
So, whether you are a developer, data scientist, or business professional looking to incorporate AI into your work, this book is a valuable resource for you.
Weight: 684g
Dimension: 178 x 233 x 25 (mm)
ISBN-13: 9781492075813
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