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Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

Solving Nonlinear Partial Differential Equations with Maple and Mathematica
Solving Nonlinear Partial Differential Equations with Maple and Mathematica

The emphasis of the book is given in how to construct different types of solutions (exact, approximate analytical, numerical, graphical) of numerous nonlinear PDEs correctly, easily, and quickly. The reader can learn a wide variety of techniques and solve numerous nonlinear PDEs included and many other differential equations, simplifying...

ReactJS by Example- Building Modern Web Applications with React
ReactJS by Example- Building Modern Web Applications with React

Key Features

  • Create pragmatic real-world applications while learning React and its modern developer tools
  • Build sustainable user interfaces by transforming data into components of UI
  • Learn how to generate reusable ReactJS components effectively

Book Description

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Clean Code: A Handbook of Agile Software Craftsmanship (Robert C. Martin Series)
Clean Code: A Handbook of Agile Software Craftsmanship (Robert C. Martin Series)

Even bad code can function. But if code isn’t clean, it can bring a development organization to its knees. Every year, countless hours and significant resources are lost because of poorly written code. But it doesn’t have to be that way.

Noted software expert Robert C. Martin presents a revolutionary paradigm with
...

Apache Hive Essentials
Apache Hive Essentials

Immerse yourself on a fantastic journey to discover the attributes of big data by using Hive

About This Book

  • Discover how Hive can coexist and work with other tools in the Hadoop ecosystem to create big data solutions
  • Grasp the skills needed, learn the best practices, and avoid the...
Analysis Patterns: Reusable Object Models (The Addison-Wesley Object Technology Series)
Analysis Patterns: Reusable Object Models (The Addison-Wesley Object Technology Series)

This innovative book recognizes the need within the object-oriented community for a book that goes beyond the tools and techniques of the typical methodology book. In Analysis Patterns: Reusable Object Models, Martin Fowler focuses on the end result of object-oriented analysis and design - the models themselves. He shares with...

Machine Learning and Cognition in Enterprises: Business Intelligence Transformed
Machine Learning and Cognition in Enterprises: Business Intelligence Transformed

Learn about the emergence and evolution of IT in the enterprise, see how machine learning is transforming business intelligence, and discover various cognitive artificial intelligence solutions that complement and extend machine learning. In this book, author Rohit Kumar explores the challenges when these concepts...

Data Just Right: Introduction to Large-Scale Data & Analytics (Addison-Wesley Data & Analytics Series)
Data Just Right: Introduction to Large-Scale Data & Analytics (Addison-Wesley Data & Analytics Series)

Making Big Data Work: Real-World Use Cases and Examples, Practical Code, Detailed Solutions

 

Large-scale data analysis is now vitally important to virtually every business. Mobile and social technologies are generating massive datasets;...

Business Intelligence Tools for Small Companies: A Guide to Free and Low-Cost Solutions
Business Intelligence Tools for Small Companies: A Guide to Free and Low-Cost Solutions

Learn how to transition from Excel-based business intelligence (BI) analysis to enterprise stacks of open-source BI tools. Select and implement the best free and freemium open-source BI tools for your company’s needs and design, implement, and integrate BI automation across the full stack using agile methodologies.

...

Moving To The Cloud: Developing Apps in the New World of Cloud Computing
Moving To The Cloud: Developing Apps in the New World of Cloud Computing
Information is the most valuable resource in the 21st century. Whether for a consumer looking for a restaurant in San Francisco, a small business woman checking textile prices in Bangalore, or a financial services executive in London studying stock market trends, information at the moment of decision is key in providing the...
e-Transformation: Enabling New Development Strategies (Innovation, Technology, and Knowledge Management)
e-Transformation: Enabling New Development Strategies (Innovation, Technology, and Knowledge Management)

Could information and communication technology (ICT) become the transformative tool for a new style of global development? Could ICT promote knowledge-based, innovation-driven, and smart, adaptive, participatory development? As countries seek a way out of the present period of economic contraction, they are trying to weave ICT into their...

Modern Java Recipes: Simple Solutions to Difficult Problems in Java 8 and 9
Modern Java Recipes: Simple Solutions to Difficult Problems in Java 8 and 9

The introduction of functional programming concepts in Java SE 8 was a drastic change for this venerable object-oriented language. Lambda expressions, method references, and streams fundamentally changed the idioms of the language, and many developers have been trying to catch up ever since. This cookbook will help. With more than 70...

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