French like moi a Midwesterner in Paris First Edition Carpenter

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Product details:

• ISBN-10 ‏ : ‎ 1617296724
• ISBN-13 ‏ : ‎ 978-1617296727
• Author: Carpenter

Summary
Deep learning offers the potential to identify complex patterns and relationships hidden in data of all sorts. Deep Learning with Structured Data shows you how to apply powerful deep learning analysis techniques to the kind of structured, tabular data you’ll find in the relational databases that real-world businesses depend on. Filled with practical, relevant applications, this book teaches you how deep learning can augment your existing machine learning and business intelligence systems.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the technology
Here’s a dirty secret: Half of the time in most data science projects is spent cleaning and preparing data. But there’s a better way: Deep learning techniques optimized for tabular data and relational databases deliver insights and analysis without requiring intense feature engineering. Learn the skills to unlock deep learning performance with much less data filtering, validating, and scrubbing.

About the book
Deep Learning with Structured Data teaches you powerful data analysis techniques for tabular data and relational databases. Get started using a dataset based on the Toronto transit system. As you work through the book, you’ll learn how easy it is to set up tabular data for deep learning, while solving crucial production concerns like deployment and performance monitoring.

Table of contents:

PART ONE: Came

Chapter 1: Murders in the Rue Bobillot

Chapter 2: Either/Or

Chapter 3: La Modification

Chapter 4: City of Light Bulbs

Chapter 5: The Immigrant

Chapter 6: The Tab (Or: How to Get in Trouble Without Really Trying)

Chapter 7: The General Assembly

PART TWO: Saw

Chapter 8: French Like Moi

Chapter 9: The Acute and the Grave

Chapter 10: Squirrel Pie and the Golden Derrière

Chapter 11: Some Assembly Required

Chapter 12: The Medi-Morphosis

Chapter 13: The Cartesian Method

PART THREE: Conquered

Chapter 14: Cock-o-Van

Chapter 15: War of the Worlds

Chapter 16: Underground Man

Chapter 17: Too Soon, Too Close

Chapter 18: Invisible

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