List of Books in Keyword #Algorithms

Building Machine Learning Systems with Python
Published on: 2013
Beginner Machine Learning English

Master the art of machine learning with Python and build effective machine learning systems with this intensive hands-on guide Overview …

Python Machine Learning Algorithms Data Analysis Practical
Python Machine Learning
Published on: 2015
Beginner Data Science English

Python Machine Learning Data Algorithms Hands-on
Machine Learning and Systems Engineering
Published on: 2010
Beginner Artificial Intelligence (AI) English

A large international conference on Advances in Machine Learning and Systems Engineering was held in UC Berkeley, California, USA, October …

Machine Learning Systems Engineering Algorithms Data Analysis Applications
Machine Learning Applications In Software Engineering (Series on Software Engineering and Knowledge Engineering)
Published on: 2005
Beginner Artificial Intelligence (AI) English

Machine learning deals with the issue of how to build computer programs that improve their performance at some tasks through …

Machine Learning Software Engineering Knowledge Engineering Applications Algorithms
Inductive Logic Programming: From Machine Learning to Software Engineering
Published on: 1995
Beginner Artificial Intelligence (AI) English

Although Inductive Logic Programming (ILP) is generally thought of as a research area at the intersection of machine learning and …

Machine Learning Logic Programming Software Engineering Algorithms Data Mining
Data Science from Scratch: First Principles with Python
Published on: 2015
Beginner Algorithms English

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to …

Python Statistics Algorithms Machine Learning Fundamentals
Data Science from Scratch: First Principles with Python, Second Edition
Published on: 2019
Beginner Unordered English

To really learn data science, you should not only master the tools—data science libraries, frameworks, modules, and toolkits—but also understand …

Python Statistics Algorithms Machine Learning Fundamentals
Pattern Recognition and Machine Learning
Published on: 2006
Beginner Natural Language Processing English

The dramatic growth in practical applications for machine learning over the last ten years has been accompanied by many important …

Bayesian Inference Algorithms Classification Neural
Pattern Recognition and Machine Learning [SOLUTIONS]
Published on: 2009
Beginner Artificial Intelligence (AI) English

Bishop Algorithms Bayesian Neural Exercises
Building Machine Learning Systems with Python, 2nd Edition: Get more from your data through creating practical machine learning systems with Python
Published on: 2015
Beginner Artificial Intelligence (AI) English

Using machine learning to gain deeper insights from data is a key skill required by modern application developers and analysts …

Python Machine Learning Data Analysis Practical Systems Algorithms
A Common-Sense Guide to Data Structures and Algorithms
Published on: 2017
Intermediate Data Structures English

Data Structures Algorithms Programming Problem-Solving Efficiency
Problem Solving with Algorithms and Data Structures Using Python SECOND EDITION
Published on: 2011
Intermediate Unordered English

THIS TEXTBOOK is about computer science. It is also about Python. However, there is much more. The study of algorithms …

Algorithms Data Structures Python Problem-solving Computational Thinking
Problem Solving with Algorithms and Data Structures Using Python. Release 3.0
Published on:
Intermediate Algorithms English

2nd ed. — Franklin, Beedle & Associates, September 22, 2013. — 240 p.This textbook is about computer science. It is …

Algorithms Data Structures Python Problem Solving Programming
Problem Solving with Algorithms and Data Structures Using Python
Published on: 2013
Intermediate Data Structures English

THIS TEXTBOOK is about computer science. It is also about Python. However, there is much more. The study of algorithms …

Algorithms Data Structures Python Problem-Solving Programming
Hands-On Machine Learning with ML.NET: Getting started with Microsoft ML.NET to implement popular machine learning algorithms in C#
Published on: 2020
Intermediate Machine Learning English

Create, train, and evaluate various machine learning models such as regression, classification, and clustering using ML.NET, Entity Framework, and ASP.NET …

ML.NET C# Algorithms Machine Learning Microsoft
Data Structures and Algorithm Analysis in Java, 3rd Edition
Published on: 2011
Intermediate Data Structures English

Data Structures and Algorithm Analysis in Java is an “advanced algorithms” book that fits between traditional CS2 and Algorithms Analysis …

Data Structures Java Algorithms Analysis Programming
Data Structures and Algorithm Analysis in Java
Published on: 2011
Intermediate Data Structures English

Data Structures and Algorithm Analysis in Java is an “advanced algorithms” book that fits between traditional CS2 and Algorithms Analysis …

Algorithms Data Structures Java Efficiency Problem-Solving
Data Structures and Algorithms Using Python
Published on: 2010
Intermediate Data Structures English

Все больше и больше программистов обращаются к языку Python, и эта книга даст им понимание того, что им нужно. Автор …

Python Algorithms Data Structures Programming Computational
Data Structures and Algorithms Using Python and C++
Published on: 2009
Intermediate Unordered English

THIS BOOK is intended for use in a traditional college-level data structures course (commonly known as CS2). This book assumes …

Python C++ Algorithms Data Structures Computational Problems
HANDS-ON DATA STRUCTURES AND ALGORITHMS WITH PYTHON - : write complex and powerful code using ... the latest features of python 3.7.
Published on: 2018
Intermediate Data Structures English

Python Data Structures Algorithms Coding Python 3.7
Data Structures and Algorithms with Python
Published on: 2015
Intermediate Unordered English

This textbook explains the concepts and techniques required to write programs that can handle large amounts of data efficiently. Project-oriented …

Python Algorithms Data Structures Programming Efficiency
Principles of adaptive filters and self-learning systems
Published on: 2005
Intermediate Product Management English

Kalman and Wiener Filters, Neural Networks, Genetic Algorithms and Fuzzy Logic Systems Together in One Text Book How can a …

Adaptive Filters Self-Learning Systems Signal Processing Algorithms Optimization
Digital terrain modeling: principles and methodology
Published on: 2004
Intermediate Product Management English

Li (geo-informatics, Hong Kong Polytechnic U.), Zhu (information engineering, Wuhan U.), and Gold's (computing, U. of Glamorgan) textbook is a …

Topography Elevation Algorithms Geospatial Mapping
Principles of artificial neural networks
Published on: 2007
Intermediate Product Management English

The book should serve as a text for a university graduate course or for an advanced undergraduate course on neural …

Neurons Algorithms Learning Models Networks
Learning-Based Robot Vision: Principles and Applications
Published on: 2001
Intermediate Product Management English

Industrial robots carry out simple tasks in customized environments for which it is typical that nearly all e?ector movements can …

Machine Learning Computer Vision Robotics Algorithms Applications
Distributed computing: principles, algorithms, and systems
Published on: 2008
Intermediate Unordered English

Designing distributed computing systems is a complex process requiring a solid understanding of the design problems and the theoretical and …

Concurrency Algorithms Scalability Fault-tolerance Networks
Fundamentals of Computation Theory: 16th International Symposium, FCT 2007, Budapest, Hungary, August 27-30, 2007. Proceedings
Published on: 2007
Beginner Computer Science and Theory English

The 16th International Symposium on Fundamentals of Computation Theory was held in Budapest, Hungary, in August 2007. This symposium drew …

Computation Theory Symposium Proceedings Algorithms
Elements of the Theory of Computation (2nd Edition)
Published on: 1997
Beginner Computer Science and Theory English

Automata Computability Complexity Algorithms Models
Elements of the Theory of Computation
Published on: 1997
Beginner Algorithms English

Lewis and Papadimitriou present this long awaited Second Edition of their best-selling theory of computation. The authors are well-known for …

Automata Formal Languages Computability Complexity Theory Algorithms
Theory of Computer Science: Automata, Languages and Computation
Published on: 2008
Beginner Computer Science and Theory English

Automata Languages Computation Formalism Algorithms
Theory of Automata Formal Languages and Computation
Published on: 2008
Beginner Computer Science and Theory English

Automata Languages Computation Theory Algorithms
Computational Complexity: A Quantitative Perspective
Published on: 2004
Beginner Unordered English

There has been a common perception that computational complexity is a theory of "bad news" because its most typical results …

Complexity Algorithms Computation Theory Quantitative
Computational complexity: A conceptual perspective
Published on: 2008
Beginner Unordered English

This book offers a comprehensive perspective to modern topics in complexity theory, which is a central field of the theoretical …

Theoretical Complexity Algorithms Computation Perspectives
Randomness and Completeness in Computational Complexity
Published on: 2000
Beginner Unordered English

This book contains a revised version of the dissertation the author wrote at the Department of Computer Science of the …

Randomness Completeness Complexity Algorithms Computation
The Computational Complexity of Equivalence and Isomorphism Problems
Published on: 2000
Beginner Unordered English

A computational model is a framework for doing computations according to certain specified rules on some input data. These models …

Computational complexity Equivalence problems Isomorphism problems Algorithms Complexity classes
Noisy Information and Computational Complexity
Published on: 1996
Beginner Unordered English

This book deals with the computational complexity of mathematical problems for which available information is partial, noisy and priced. The …

Noise Computation Complexity Algorithms Information
Computational Error and Complexity in Science and Engineering
Published on: 2005
Beginner Unordered English

The book "Computational Error and Complexity in Science and Engineering" pervades all the science and engineering disciplines where computation occurs. …

Numerical Algorithms Precision Analysis Complexity
The Art of Computer Programming, Volume 1: Fundamental Algorithms
Published on: 1997;2013
Unordered Algorithms English

The bible of all fundamental algorithms and the work that taught many of today's software developers most of what they …

Algorithms Mathematics Programming Analysis Knuth
The Art of Computer Programming: Volume 3: Sorting and Searching
Published on: 1998
Unordered Algorithms English

The bible of all fundamental algorithms and the work that taught many of today's software developers most of what they …

Algorithms Sorting Searching Programming Knuth
The Art of Computer Programming, Volume 4A: Combinatorial Algorithms, Part 1
Published on: 2011
Unordered Algorithms English

The Art of Computer Programming, Volume 4A: Combinatorial Algorithms, Part 1 Knuth’s multivolume analysis of algorithms is widely recognized as …

Algorithms Combinatorics Mathematics Programming Knuth

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