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Machine Learning Applications Using Python: Cases Studies from Healthcare, Retail, and Finance
Machine Learning Applications Using Python: Cases Studies from Healthcare, Retail, and Finance
Gain practical skills in machine learning for finance, healthcare, and retail. This book uses a hands-on approach by providing case studies from each of these domains: you’ll see examples that demonstrate how to use machine learning as a tool for business enhancement. As a domain expert, you will not only discover how machine...
Artificial Intelligence for Fashion: How AI is Revolutionizing the Fashion Industry
Artificial Intelligence for Fashion: How AI is Revolutionizing the Fashion Industry
Artificial intelligence (AI) is becoming a part of the way we conduct business in every industry. The fashion industry is no exception. From product discovery to robotic manufacturing, AI has made its way into almost every segment of the fashion value chain.

The goal of this book
...
Big Data Application Architecture Q&A: A Problem - Solution Approach (Expert's Voice in Big Data)
Big Data Application Architecture Q&A: A Problem - Solution Approach (Expert's Voice in Big Data)

Big Data Application Architecture Pattern Recipes provides an insight into heterogeneous infrastructures, databases, and visualization and analytics tools used for realizing the architectures of big data solutions. Its problem-solution approach helps in selecting the right architecture to solve the problem at hand. In the process of...

Modular Java: Creating Flexible Applications with OSGi and Spring
Modular Java: Creating Flexible Applications with OSGi and Spring
The secret weapon for attacking complexity in any project is to break it down into smaller, cohesive, and more easily digestible pieces. With Modular Java, you can easily develop applications that are more flexible, testable, maintainable, and comprehensible.

Modular Java is a pragmatic guide to developing modular
...
Practical Machine Learning with Python: A Problem-Solver's Guide to Building Real-World Intelligent Systems
Practical Machine Learning with Python: A Problem-Solver's Guide to Building Real-World Intelligent Systems

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner....

Inside the Mind of the Shopper: The Science of Retailing
Inside the Mind of the Shopper: The Science of Retailing

What do you really do when you shop? The answers are fascinating and, for retailers, they're cash in the bank. In Inside the Mind of the Shopper: The Science of Retailing, world-renowned retail consultant Dr. Herb Sorensen, Ph.D. uncovers the truth about the retail shopper and rips away the myths and mistakes...

XML and Web Services Unleashed
XML and Web Services Unleashed
The Extensible Markup Language is changing the way that information is being stored and exchanged. It is also changing the very way that we think about data. XML Unleashed allows you to unlock this new power and get you well on your way towards developing XML applications and systems that enable your most important business processes, or your...
ASP.NET MVC with Entity Framework and CSS
ASP.NET MVC with Entity Framework and CSS

Get up and running quickly with Microsoft ASP.NET MVC and Entity Framework as you build and deploy complex websites. By using a fully working example retail website you will learn solutions to real-world issues that developers frequently encounter.

Whether you are a novice developer or an experienced .NET developer...

Big Data in Practice: How 45 Successful Companies Used Big Data Analytics to Deliver Extraordinary Results
Big Data in Practice: How 45 Successful Companies Used Big Data Analytics to Deliver Extraordinary Results

The best-selling author of Big Data is back, this time with a unique and in-depth insight into how specific companies use big data.

Big data is on the tip of everyone's tongue. Everyone understands its power and importance, but many fail to grasp the actionable steps and resources required to utilise it effectively. This...

Data Mining with Computational Intelligence (Advanced Information and Knowledge Processing)
Data Mining with Computational Intelligence (Advanced Information and Knowledge Processing)
Nowadays data accumulate at an alarming speed in various storage devices,
and so does valuable information. However, it is difficult to understand information
hidden in data without the aid of data analysis techniques, which
has provoked extensive interest in developing a field separate from machine
learning. This new field is
...
Building Data Science Teams
Building Data Science Teams
Starting in 2008, Jeff Hammerbacher (@hackingdata) and I sat down to share our experiences building the data and analytics groups at Facebook and LinkedIn. In many ways, that meeting was the start of data science as a distinct professional specialization (see “What Makes a Data Scientist?” on page 11 for the story on...
Data Scientists at Work
Data Scientists at Work

Data Scientists at Work is a collection of interviews with sixteen of the world's most influential and innovative data scientists from across the spectrum of this hot new profession. "Data scientist is the sexiest job in the 21st century," according to the Harvard Business Review. By 2018, the United States will...

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