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Hands-On Machine Learning on Google Cloud Platform

You're reading from   Hands-On Machine Learning on Google Cloud Platform Implementing smart and efficient analytics using Cloud ML Engine

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Product type Paperback
Published in Apr 2018
Publisher Packt
ISBN-13 9781788393485
Length 500 pages
Edition 1st Edition
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Authors (3):
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Alexis Perrier Alexis Perrier
Author Profile Icon Alexis Perrier
Alexis Perrier
V Kishore Ayyadevara V Kishore Ayyadevara
Author Profile Icon V Kishore Ayyadevara
V Kishore Ayyadevara
Giuseppe Ciaburro Giuseppe Ciaburro
Author Profile Icon Giuseppe Ciaburro
Giuseppe Ciaburro
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Table of Contents (18) Chapters Close

Preface 1. Introducing the Google Cloud Platform 2. Google Compute Engine FREE CHAPTER 3. Google Cloud Storage 4. Querying Your Data with BigQuery 5. Transforming Your Data 6. Essential Machine Learning 7. Google Machine Learning APIs 8. Creating ML Applications with Firebase 9. Neural Networks with TensorFlow and Keras 10. Evaluating Results with TensorBoard 11. Optimizing the Model through Hyperparameter Tuning 12. Preventing Overfitting with Regularization 13. Beyond Feedforward Networks – CNN and RNN 14. Time Series with LSTMs 15. Reinforcement Learning 16. Generative Neural Networks 17. Chatbots

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...

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