Book Image

Hands-On Machine Learning on Google Cloud Platform

By : Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier
Book Image

Hands-On Machine Learning on Google Cloud Platform

By: Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier

Overview of this book

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 of the Google Machine Learning Platform for large datasets and complex problems. You will learn from scratch how to create powerful machine learning based applications for a wide variety of problems by leveraging different data services from the Google Cloud Platform. Applications include NLP, Speech to text, Reinforcement learning, Time series, recommender systems, image classification, video content inference and many other. We will implement a wide variety of deep learning use cases and also make extensive use of data related services comprising the Google Cloud Platform ecosystem such as Firebase, Storage APIs, Datalab and so forth. This will enable you to integrate Machine Learning and data processing features into your web and mobile applications. By the end of this book, you will know the main difficulties that you may encounter and get appropriate strategies to overcome these difficulties and build efficient systems.
Table of Contents (18 chapters)
Creating ML Applications with Firebase

Visualizing data with Google Data Studio

Google Data Studio is a FREE tool that allows us to create captivating reports quickly and easily. We can finally say goodbye to redundant and confusing data sheets. With Data Studio, in fact, besides being able to insert simple tables, it is possible to attach customizable graphics with various colors and fonts that will be easily understandable. With Google Data Studio, sharing reports is even easier as it is a Google Drive application and works similarly.

The most important news for companies (but also, if not above all, for customers) lies in the extremely intuitive interface. To keep everything under control, moreover, Google gives the possibility to change the date range (at the report or chart level).

In a few clicks, in fact, you can realize the progress of the site almost in real time. Data Studio is useful for two types of users...