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

DSS for web mining recommendation using TensorFlow


This use case is going to focus more on using TensorFlow and doing Web Mining on GCP.

Abstract

Decision supports systems (DSSs) are computer-based information systems designed to help managers to select one of the many alternative solutions to a problem. Web mining is the application of data mining techniques to discover patterns from the World Wide Web. The aim of this use case is to find patterns to recommend to users using TensorFlow.

Introduction

A brief idea of the use case is presented in the abstract. Now the detailed part of the use case is as follows in the corresponding sections. We have to build an application on Google Cloud Platform where the aim of the use case is shown as recommended systems.

Decision support system (DSS) is a computer-based information system that supports business or organizational decision-making activities. 

Recommender systems (RS) aim to capture the user behavior by suggesting/recommending users with relevant...