Machine Learning with Metaheuristic Algorithms for Sustainable Water Resources Management by Ozgur Kisi
English | PDF | 2021 | 238 Pages | ISBN : N/A | 36.5 MB
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English | 2020 | ISBN: 981120473X | 458 pages | True PDF | 19.43 MB
This unique volume is an introduction for computer scientists, including a formal study of theoretical algorithms for Big Data applications, which allows them to work on such algorithms in the future. It also serves as a useful reference guide for the general computer science population, providing a comprehensive overview of the fascinating world of such algorithms.To achieve these goals, the algorithmic results presented have been carefully chosen so that they demonstrate the important techniques and tools used in Big Data algorithms, and yet do not require tedious calculations or a very deep mathematical background.

English | 2021 | ISBN: 1492091065 | 281 pages | True PDF | 11.39 MB
When it comes to writing efficient code, every software professional needs to have an effective working knowledge of algorithms. In this practical book, author George Heineman (Algorithms in a Nutshell) provides concise and informative descriptions of key algorithms that improve coding in multiple languages. Software developers, testers, and maintainers will discover how algorithms solve computational problems creatively.
Each chapter builds on earlier chapters through eye-catching visuals and a steady rollout of essential concepts, including an algorithm analysis to classify the performance of every algorithm presented in the book. At the end of each chapter, youâ??ll get to apply what youâ??ve learned to a novel challenge problemâ??simulating the experience you might find in a technical code interview.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 13 lectures (1h 54m) | Size: 350.3 MB
Master the fundamentals of data structures and algorithms.

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.65 GB | Duration: 1h 41m
Master solving Data Structures & Algorithms problems & topic wise questions, This test help you preparing tech interview

Advances in Metaheuristic Algorithms for Optimal Design of Structures, Third Edition by Ali Kaveh
English | EPUB | 2021 | 890 Pages | ISBN : 3030593916 | 163.5 MB
This book presents efficient metaheuristic algorithms for optimal design of structures. Many of these algorithms are developed by the author and his graduate students, consisting of Particle Swarm Optimization, Charged System Search, Magnetic Charged System Search, Field of Forces Optimization, Democratic Particle Swarm Optimization, Dolphin Echolocation Optimization, Colliding Bodies Optimization, Ray Optimization.

Optimization Algorithms for Networks and Graphs, Second Edition, By James Evans
2017 | 470 Pages | ISBN: 0824786025 | PDF | 138 MB
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Machine Learning Algorithms and Applications - Theory and Applications
pdf, epub | 21.42 MB | English | Isbn:‎ 978-1107512825 | Author: Srinivas, Mettu;Sucharitha, G.;Matta, Anjanna;, G. Sucharitha, Anjanna Matta, Prasenjit Chatterjee | Year: 2015

Genetic Algorithms in Elixir | 6.15 MB
English | 235 Pages

Title: Genetic Algorithms in Elixir
Author: Moriarity, Sean;
Year: 2021

English | 2021 | ISBN: 1119768853 | 305 pages | PDF, True EPUB | 21.42 MB
Machine Learning Algorithmsis for current and ambitious machine learning specialists looking to implement solutions to real-world machine learning problems. It talks entirely about the various applications of machine and deep learning techniques, with each chapter dealing with a novel approach of machine learning architecture for a specific application, and then compares the results with previous algorithms.
The book discusses many methods based in different fields, including statistics, pattern recognition, neural networks, artificial intelligence, sentiment analysis, control, and data mining, in order to present a unified treatment of machine learning problems and solutions. All learning algorithms are explained so that the user can easily move from the equations in the book to a computer program.