Hands-On Data Structures and Algorithms with Rust
by Claus Matzinger
English | 2019 | ISBN: 178899552X | 306 pages | PDF EPUB MOBI True | 10 MB

Randomization Approximation And Combinatorial Algorithms And Techniques 3 And 2 Random Approx
pdf | 6.13 MB | English | Isbn:‎ 978-3642153686 | Author: Dorit Hochbaum, Klaus Jansen, José D. P. Rolim, and Alistair Sinclair | Year: 2010

English | 2021 | ISBN: 0367698390 | 301 pages | True PDF | 16.07 MB
Due to increasing industry 4.0 practices, massive industrial process data is now available for researchers for modelling and optimization. Artificial Intelligence methods can be applied to the ever-increasing process data to achieve robust control against foreseen and unforeseen system fluctuations. Smart computing techniques, machine learning, deep learning, computer vision, for example, will be inseparable from the highly automated factories of tomorrow. Effective cybersecurity will be a must for all Internet of Things (IoT) enabled work and office spaces.
This book addresses metaheuristics in all aspects of Industry 4.0. It covers metaheuristic applications in IoT, cyber physical systems, control systems, smart computing, artificial intelligence, sensor networks, robotics, cybersecurity, smart factory, predictive analytics and more.

English | 2021 | ISBN: 153619512X | 186 pages | True PDF | 7.99 MB
The machine learning field is concerned with the question of how to create computer programs that automatically improve information. In recent years, many successful electronic learning applications have been made, from data mining systems that learn to detect fraudulent credit card transactions, filtering programs that learn user readings, to private cars that learn to drive on public highways. At the same time, there have been significant developments in the concepts and algorithms that form the basis for this field. Machine learning is programming computers to optimize a performance criterion using example data or past experience. The goal of this textbook is to present the key concepts of Machine Learning which includes Python concepts and Interpreter, Foundation of Machine Learning, Data Pre-processing, Supervised Machine Learning, Unsupervised Machine Learning, Reinforcement Learning, Kernel Machine, Design and analysis of Machine Learning experiment and Data visualization. The theoretical concepts along with coding implementation are covered. This book aims to pursue a middle ground between a theoretical textbook and one that focuses on applications. The book concentrates on the important ideas in machine learning.

Algorithms - Notes for Professionals by Othmane Chahdi
pdf, epub, azw3, mobi | 11.07 MB | English | Isbn:‎ B09BG9LT3P | Author: Chahdi, Othmane | Year: 2021

English | 2021 | ISBN: 1617295485 | 767 pages | True (EPUB MOBI)| 44.84 MB
Advanced Algorithms and Data Structuresintroduces a collection of algorithms for complex programming challenges in data analysis, machine learning, and graph computing.
Summary

English | 2021 | ISBN: 1119697964 | 531 pages | True PDF | 6.59 MB
ALGORITHMS IN BIOINFORMATICSExplore a comprehensive and insightful treatment of the practical application of bioinformatic algorithms in a variety of fields
Algorithms in Bioinformatics: Theory and Implementationdelivers a fulsome treatment of some of the main algorithms used to explain biological functions and relationships. It introduces readers to the art of algorithms in a practical manner which is linked with biological theory and interpretation. The book covers many key areas of bioinformatics, includingglobalandlocal sequence alignment, forced alignment, detection of motifs,Sequence logos, Markov chainsor information entropy. Other novel approaches are also described, such asSelf-Sequence alignment, Objective Digital Stains(ODSs) orSpectral Forecastand theDiscrete Probability Detector(DPD) algorithm.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 141 lectures (14h 15m) | Size: 2.72 GB
Build your strong understanding in data structures and algorithms for coding interview. Get more job offer

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.12 GB | Duration: 7h 10m
The Ultimate Python Coding Interview Bootcamp

How Algorithms Create and Prevent Fake News Exploring the Impacts of Social Media, Deepfakes, GPT-3, and More | 9.07 MB
English | 239 Pages

Title: How Algorithms Create and Prevent Fake News
Author: Noah Giansiracusa
Year: 2021