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Machine Learning with PySpark: With Natural Language Processing and Recommender Systems
Machine Learning with PySpark: With Natural Language Processing and Recommender Systems
Build machine learning models, natural language processing applications, and recommender systems with PySpark to solve various business challenges. This book starts with the fundamentals of Spark and its evolution and then covers the entire spectrum of traditional machine learning algorithms along...
Data Structures and Algorithmic Thinking with Go: Data Structure and Algorithmic Puzzles
Data Structures and Algorithmic Thinking with Go: Data Structure and Algorithmic Puzzles

Peeling Data Structures and Algorithms:

The sample chapter should give you a very good idea of the quality and style of our book. In particular, be sure you are comfortable with the level and with our GoLang coding style. This book focuses on giving solutions for complex problems in data structures and...

Dive Into Algorithms: A Pythonic Adventure for the Intrepid Beginner
Dive Into Algorithms: A Pythonic Adventure for the Intrepid Beginner
Dive Into Algorithms is a broad introduction to algorithms using the Python Programming Language.

Dive Into Algorithms is a wide-ranging, Pythonic tour of many of the world's most interesting algorithms. With little more than a bit of computer programming experience and basic high-school math,
...
Mastering Embedded Linux Programming: Create fast and reliable embedded solutions with Linux 5.4 and the Yocto Project 3.1 (Dunfell), 3rd Edition
Mastering Embedded Linux Programming: Create fast and reliable embedded solutions with Linux 5.4 and the Yocto Project 3.1 (Dunfell), 3rd Edition

Harness the power of Linux to create versatile and robust embedded solutions

Key Features

  • Learn how to develop and configure robust embedded Linux devices
  • Explore the new features of Linux 5.4 and the Yocto Project 3.1 (Dunfell)
  • Discover different ways to...
Effective Statistical Learning Methods for Actuaries II: Tree-Based Methods and Extensions (Springer Actuarial)
Effective Statistical Learning Methods for Actuaries II: Tree-Based Methods and Extensions (Springer Actuarial)

This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their...

The Twice-Born: Life and Death on the Ganges
The Twice-Born: Life and Death on the Ganges

In The Twice-Born, Aatish Taseer embarks on a journey of self-discovery in an intoxicating, unsettling personal reckoning with modern India, where ancient customs collide with the contemporary politics of revivalism and revenge

When Aatish Taseer first came to Benares, the spiritual capital of Hinduism, he...

The Art of Statistics: Learning from Data (Pelican Books)
The Art of Statistics: Learning from Data (Pelican Books)

Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way statistical claims can be sensationalised, particularly in the media. In the age of big data, as data science becomes established as a discipline, a basic grasp of statistical literacy is more...

Underland: A Deep Time Journey
Underland: A Deep Time Journey

National Bestseller • New York Times “100 Notable Books of the Year” • NPR “Favorite Books of 2019” • Guardian “100 Best Books of the 21st Century” • Winner of the National Outdoor Book Award

From the best-selling,
...

Freedom and Evolution: Hierarchy in Nature, Society and Science
Freedom and Evolution: Hierarchy in Nature, Society and Science
The book begins with familiar designs found all around and inside us (such as the ‘trees’ of river basins, human lungs, blood and city traffic). It then shows how all flow systems are driven by power from natural engines everywhere, and how they are endlessly shaped because of freedom. Finally, Professor Bejan explains...
Mastering Ext JS
Mastering Ext JS

In this book you'll learn to develop a complete application with ExtJS. Enhance your existing skills and get a better grasp of the JavaScript framework to create advanced Internet applications.

Overview

  • Build an application with Ext JS from scratch
  • Learn expert tips and...
The Complete Rust Programming Reference Guide: Design, develop, and deploy effective software systems using the advanced constructs of Rust
The Complete Rust Programming Reference Guide: Design, develop, and deploy effective software systems using the advanced constructs of Rust

Design and implement professional-level programs by leveraging modern data structures and algorithms in Rust

Key Features

  • Improve your productivity by writing more simple and easy code in Rust
  • Discover the functional and reactive implementations of traditional data...
Regression Analysis with R: Design and develop statistical nodes to identify unique relationships within data at scale
Regression Analysis with R: Design and develop statistical nodes to identify unique relationships within data at scale

Build effective regression models in R to extract valuable insights from real data

Key Features

  • Implement different regression analysis techniques to solve common problems in data science - from data exploration to dealing with missing values
  • From Simple Linear Regression...
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