Data Science on the Google Cloud Platform For A Comprehensive Guide
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Book Description:
ISBN-13: 9781491974568
This book provides a comprehensive guide to utilizing data science techniques on the Google Cloud Platform. It covers a wide range of topics including data analysis, machine learning, and data visualization using tools such as BigQuery, TensorFlow, and Dataflow. The book starts with an introduction to the Google Cloud Platform and its various services, followed by a detailed explanation of how to set up a data science environment on the platform.
Readers will learn how to collect, store, and process data using Google Cloud services, as well as how to build and train machine learning models. The book also delves into advanced topics such as natural language processing, image recognition, and time series analysis. Throughout the book, practical examples and case studies are provided to help readers understand how to apply data science techniques in real-world scenarios.
Whether you are a beginner looking to get started with data science on the Google Cloud Platform or an experienced data scientist looking to expand your skills, this book is a valuable resource that will help you harness the power of Google’s cloud services for your data science projects.
This edition retains the full content with the added advantage of portability, allowing readers to easily access and engage with the material from any device, whether in a classroom or during fieldwork.
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