Learn IT - Books tags trees

JavaScript Data Structures and Algorithms: An Introduction to Understanding and Implementing Core Data Structure and Algorithm Fundamentals

Apress, 2019

The motivation for writing this book was the lack of resources available about data structures and algorithms written in JavaScript. This was strange to me because today many of the job opportunities for software development require knowledge of JavaScript; it is the only language that can be used to write the entire...

Data Structures and Algorithms in C++

Cengage Learning, 2012

Strengthen your understanding of data structures and their algorithms for the foundation you need to successfully design, implement and maintain virtually any software system. Theoretical, yet practical, DATA STRUCUTRES AND ALGORITHMS IN C++, 4E by experienced author Adam Drosdek highlights the fundamental connection between data structures and...

Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

Packt Publishing, 2018

An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms

Key Features

Explore statistics and complex mathematics for data-intensive applications

Discover new developments in EM algorithm, PCA, and bayesian...

C# Data Structures and Algorithms: Explore the possibilities of C# for developing a variety of efficient applications

Packt Publishing, 2018

A complete guide on using data structures and algorithms to write sophisticated C# code

Key Features

Master array, set and map with trees and graphs, among other fundamental data structures

Delve into effective design and implementation techniques to meet your software...

Artificial Intelligence and Machine Learning Fundamentals: Develop real-world applications powered by the latest AI advances

Packt Publishing, 2018

Create AI applications in Python and lay the foundations for your career in data science

Key Features

Practical examples that explain key machine learning algorithms

Explore neural networks in detail with interesting examples

Master core AI concepts with...

Getting Started with Python: Understand key data structures and use Python in object-oriented programming

Packt Publishing, 2019

Harness the power of Python objects and data structures to implement algorithms for analyzing your data and efficiently extracting information

Key Features

Turn your designs into working software by learning the Python syntax

Write robust code with a solid understanding of...

Learning JavaScript Data Structures and Algorithms: Write complex and powerful JavaScript code using the latest ECMAScript, 3rd Edition

Packt Publishing, 2018

Create classic data structures and algorithms such as depth-first search and breadth-first search, learn recursion, as well as create and use a heap data structure using JavaScript

Key Features

Implement common data structures and the associated algorithms along with the context in which...

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

O'Reilly, 2017

Graphics in this book are printed in black and white.

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data....

Beginning Java Data Structures and Algorithms: Sharpen your problem solving skills by learning core computer science concepts in a pain-free manner

Packt Publishing, 2018

Though your application serves its purpose, it might not be a high performer. Learn techniques to accurately predict code efficiency, easily dismiss inefficient solutions, and improve the performance of your application.

Key Features

Explains in detail different algorithms and data...

Machine Learning in Action

Manning Publications, 2012

After college I went to work for Intel in California and mainland China. Originally my plan was to go back to grad school after two years, but time flies when you are having fun, and two years turned into six. I realized I had to go back at that point, and I didn’t want to do night school or online learning, I wanted to sit on...

LINQ in Action

Manning Publications, 2008

LINQ, Language INtegrated Query, is a new extension to the Visual Basic and C# programming languages designed to simplify data queries and database interaction. It addreses O/R mapping issues by making query operations like SQL statements part of the programming language. It also offers built-in support for querying in-memory collections like...

Machine Learning with PySpark: With Natural Language Processing and Recommender Systems

Apress, 2018

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...

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