Название: Practical Linear Algebra for Machine Learning
Автор: Amirsina Torf
Издательство: Instill AI
Год: December, 2020
Язык: английский
Формат: pdf (true)
Размер: 10.18 MB

Whether you want to learn Machine Learning for your work or research or you want to become a master, so the others pay you to do it, you need to know how it works. For knowing how it works, you NEED TO KNOW Linear Algebra, which is the foundation of Machine Learning. BUT Linear Algebra is too boundless! In this book, you will get what is NECESSARY. I have been blogging about Machine Learning for a while and after searching and searching I realized there is a deficiency of an organized book which (1) teaches the most used Linear Algebra concepts in Machine Learning, (2) provides practical notions using everyday used programming languages such as Python, and (3) be concise and NOT unnecessarily lengthy.

Название: Learn Penetration Testing with Python 3.x: Perform Offensive Pentesting and Prepare Red Teaming to Prevent Network Attacks
Автор: Yehia Elghaly
Издательство: BPB Publications
Год: 2022
Формат: ePUB
Страниц: 699
Размер: 10 Mb
Язык: English

This book starts with an understanding of penetration testing and red teaming methodologies and teaches Python 3.x from scratch for those who are not familiar with programming. The book gives the skills of how to create scripts for cracking, and brute force attacks.
The second part of this book focuses on the network and wireless level. The book teaches you the skills of how to create an offensive tool using Python 3.x to identify different services and ports using different Python network modules and conducting network attacks. In the network monitoring section, you will be able to monitor layers 3 and 4. And finally, you will be able to conduct different attacks on wireless.

Название: Foundational Python for Data Science
Автор: Kennedy R. Behrman
Издательство: Addison-Wesley/Pearson Education
Год: 2022
Страниц: 256
Язык: английский
Формат: epub
Размер: 17.9 MB

Data science and Machine Learning (ML) two of the worlds hottest fields are attracting talent from a wide variety of technical, business, and liberal arts disciplines. Python, the worlds #1 programming language, is also the most popular language for data science and machine learning. This is the first guide specifically designed to help millions of people with widely diverse backgrounds learn Python so they can use it for data science and machine learning.

Название: Programming in Visual Basic (VB): For Visual Studio
Автор: Olga Maria Stefania Cucaro
Издательство: ResearchFreelance
Год: 2021
Страниц: 174
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This work was born from the necessity found by the author to solve various problems repeated over time, concerning the data inserted in Excel sheets in the shortest possible time. The author, being a programmer and expert in Pascal, Cobol and jаvascript, searched for the most suitable solution and found it in the Excel VBA and in the Visual Studio VB. This document is intended to introduce users to programming in general and to programming in Visual Basic in particular. The VB is simple and can be used on existing csv files or data entered directly into Visual Studio, quickly processing a large amount of data. For the moment the only tool we need is Visual Studio and the csv files. Of course, I can't go into the intricacies of the databases that I will definitely include in a future book.

Название: An Introduction to Machine Learning, Third Edition
Автор: Miroslav Kubat
Издательство: Springer
Год: 2021
Страниц: 458
Язык: английский
Формат: pdf (true), epub
Размер: 18.3 MB

This textbook offers a comprehensive introduction to Machine Learning (ML) techniques and algorithms. This Third Edition covers newer approaches that have become highly topical, including deep learning, and auto-encoding, introductory information about temporal learning and hidden Markov models, and a much more detailed treatment of reinforcement learning. The book is written in an easy-to-understand manner with many examples and pictures, and with a lot of practical advice and discussions of simple applications.

Название: Learn ClojureScript: Functional programming for the web
Автор: Andrew Meredith
Издательство: Merry Kraken Press
Год: 2021
Страниц: 168
Язык: английский
Формат: pdf, epub
Размер: 10.18 MB

ClojureScript is a pragmatic functional programming language for building web applications. Whether you are an experienced jаvascript developer or a brand-new programmer, this book is your guide to creating impressive web apps in the simple and elegant ClojureScript language. The tutorial-style lessons are easy to follow at your own pace, and the practical capstone projects will reinforce what you have learned.

Название: Python Machine learning: The comprehensive guide to learn and improve Python programming for Machine learning
Автор: Bill Ruiz
Издательство: Independently published
Год: 2021
Страниц: 112
Язык: английский
Формат: pdf, epub
Размер: 10.19 MB

Artificial Intelligence (AI) is a branch of computer science that seeks to develop computer systems that are capable of human-like intelligence. You can have Artificial Intelligence that replicates the human mind implemented this way rather than just having a computer system that mimics and the entire human brain. The latter is probably something very far off, if it is ever achieved. Artificial Intelligence systems run independently. Computer systems based on Artificial Intelligence need to be trained, but once trained, they can operate on their own without human intervention.

Название: Introduction to AI Techniques for Renewable Energy Systems
Автор: Suman Lata Tripathi, Mithilesh Kumar Dubey
Издательство: CRC Press
Год: 2021
Страниц: 423
Язык: английский
Формат: pdf (true)
Размер: 25.4 MB

This book helps the undergraduate, graduate students and Academician to learn the concept of Artificial Intelligence techniques used in renewal energy with suitable real-life examples. Artificial intelligence (AI) techniques play an essential role in modeling, analysis, and prediction of the performance and control of renewable energy. The algorithms used to model, control, or predict performances of the energy systems are complicated involving differential equations, enormous computing power, and time requirements. Instead of complex rules and mathematical routines, AI techniques can learn critical information patterns within a multidimensional information domain.

Название: Rust for Rustaceans: Idiomatic Programming for Experienced Developers
Автор: Jon Gjengset
Издательство: No Starch Press
Год: 2022
Формат: True PDF, ePUB
Страниц: 283
Размер: 10 Mb
Язык: English

For developers who’ve mastered the basics, this book is the next step on your way to professional-level programming in Rust. It covers everything you need to build and maintain larger code bases, write powerful and flexible applications and libraries, and confidently expand the scope and complexity of your projects.

Название: Основы искусственного интеллекта в примерах на Python
Автор: Постолит А. В
Издательство: БХВ-Петербург
Год: 2021
Формат: PDF
Страниц: 450
Размер: 49,7 Mb
Язык: Русский

Описаны инструментальные средства для разработки приложений искусственного интеллекта. Даны основы языка программирования Python. Раскрыты основные понятия и определения искусственного интеллекта.