Practical AI on the Google Cloud Platform

Utilizing Google's State-of-the-Art AI Cloud Services



Bookstore > Books > Practical AI on the Google Cloud Platform

Price$44.26 - $52.76
Rating
AuthorMicheal Lanham
PublisherO'Reilly Media
Published2020
Pages394
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101492075817
ISBN-139781492075813
EBook Hardcover Paperback

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.


  1. (2 books)


Similar Books


Beginning Kubernetes on the Google Cloud Platform

Beginning Kubernetes on the Google Cloud Platform

by Ernesto Garbarino

Use this beginner's guide to understand and work with Kubernetes on the Google Cloud Platform and go from single monolithic Pods (the smallest unit deployed and managed by Kubernetes) all the way up to distributed, fault-tolerant stateful backing stores.You need only a familiarity with Linux, Bash, and Python to successfully use this...

Price:  $25.91  |  Publisher:  Apress  |  Release:  2019

Building Your Next Big Thing with Google Cloud Platform

Building Your Next Big Thing with Google Cloud Platform

by S. P. T. Krishnan, Jose Ugia Gonzalez

Building Your Next Big Thing with Google Cloud Platform shows you how to take advantage of the Google Cloud Platform technologies to build all kinds of cloud-hosted software and services for both public and private consumption. Whether you need a simple virtual server to run your legacy application or you need to architect a sophisticated...

Price:  $41.74  |  Publisher:  Apress  |  Release:  2015

Data Science on the Google Cloud Platform

Data Science on the Google Cloud Platform

by Valliappa Lakshmanan

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build on top of the Google Cloud Platform (GCP). This hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on...

Price:  $42.33  |  Publisher:  O'Reilly Media  |  Release:  2018

Cloud Analytics with Google Cloud Platform

Cloud Analytics with Google Cloud Platform

by Sanket Thodge

With the ongoing data explosion, more and more organizations all over the world are slowly migrating their infrastructure to the cloud. These cloud platforms also provide their distinct analytics services to help you get faster insights from your data.This book will give you an introduction to the concept of analytics on the cloud, and th...

Price:  $36.98  |  Publisher:  Packt Publishing  |  Release:  2018

Google Cloud Platform for Developers

Google Cloud Platform for Developers

by Ted Hunter, Steven Porter

Google Cloud Platform (GCP) provides autoscaling compute power and distributed in-memory cache, task queues, and datastores to write, build, and deploy Cloud-hosted applications.With Google Cloud Platform for Developers, you will be able to develop and deploy scalable applications from scratch and make them globally available in almost an...

Price:  $8.00  |  Publisher:  Packt Publishing  |  Release:  2018

Data Science on the Google Cloud Platform, 2nd Edition

Data Science on the Google Cloud Platform, 2nd Edition

by Valliappa Lakshmanan

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP.Throughout this updated second edition, you&#...

Price:  $53.26  |  Publisher:  O'Reilly Media  |  Release:  2022

Practical Java Machine Learning

Practical Java Machine Learning

by Mark Wickham

Build machine learning (ML) solutions for Java development. This book shows you that when designing ML apps, data is the key driver and must be considered throughout all phases of the project life cycle. Practical Java Machine Learning helps you understand the importance of data and how to organize it for use within your ML project. You w...

Price:  $28.17  |  Publisher:  Apress  |  Release:  2018

Hands-On Machine Learning on Google Cloud Platform

Hands-On Machine Learning on Google Cloud Platform

by Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier

Google Cloud Machine Learning Engine combines the services of Google Cloud Platform with the power and flexibility of TensorFlow. With this book, you will not only learn to build and train different complexities of machine learning models at scale but also host them in the cloud to make predictions.This book is focused on making the most ...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2018