Book Image

Cloud Analytics with Google Cloud Platform

By : Sanket Thodge
Book Image

Cloud Analytics with Google Cloud Platform

By: Sanket Thodge

Overview of this book

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 the different cloud services popularly used for processing and analyzing data. If you’re planning to adopt the cloud analytics model for your business, this book will help you understand the design and business considerations to be kept in mind, and choose the best tools and alternatives for analytics, based on your requirements. The chapters in this book will take you through the 70+ services available in Google Cloud Platform and their implementation for practical purposes. From ingestion to processing your data, this book contains best practices on building an end-to-end analytics pipeline on the cloud by leveraging popular concepts such as machine learning and deep learning. By the end of this book, you will have a better understanding of cloud analytics as a concept as well as a practical know-how of its implementation
Table of Contents (16 chapters)
Title Page
Packt Upsell
Foreword
Contributors
Preface
Index

Parameters before adopting cloud strategy


Organizations need to guarantee ideal quantifiable profit, the most elevated amount of security, and an incredible end user experience and the greater part of this must be really accomplished if time is invested first in a cloud computing plan. The following sections highlight some key contemplations that each organization should have in its plan.

Developing and changing business needs

Investments in on-premise, high specification technologies with noteworthy and profoundly scalable storage capacity and security abilities can be greatly unsafe nowadays as the vast majority of organizations are rapidly changing and developing the ways they provide their services. The plan and architecture that serves the present business necessities may achieve the edge capacity limit considerably faster than anticipated, or may not meet new business requirements approaching in a year or somewhere in vicinity, regardless of how much planning and anticipation has been...