Название: Machine Learning Methods for Engineering Application Development
Автор: Prasad Lokulwar, Basant Verma, N. Thillaiarasu
Издательство: Bentham Books
Год: 2022
Страниц: 240
Язык: английский
Формат: pdf (true), epub
Размер: 26.1 MB

This book is a quick review of Machine Learning methods for engineering applications. It provides an introduction to the principles of Machine Learning and common algorithms in the first section. Proceeding chapters summarize andanalyze the existing scholarly work and discuss some general issues in this field. Next, it offers some guidelines on applying Machine Learning methods to software engineering tasks. Finally, it gives an outlook into some of the futuredevelopments and possibly new research areas of Machine Learning and Artificial Intelligence in general. Techniques highlighted in the book include: Bayesian models, support vector machines, decision tree induction, regression analysis, and recurrent and convolutional neural network. Finally, it also intends to be a reference book. This book is meant to be an introduction to Artificial Intelligence (AI), Machine Learning, and its applications in Industry 4.0. It explains the basic mathematical principles but is intended to be understandable for readers who do not have a backgroundin advanced mathematics.

Название: Zionomicon
Автор: John De Goes, Adam Fraser
Издательство: zionomicon.com
Год: 2022-09-25
Страниц: 485
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Master the dark art of creating scalable, type-safe, concurrent apps with ZIO. ZIO is a new Scala library that helps you rapidly build resilient and efficient concurrent apps that are easy to understand and test, and which don’t leak resources, deadlock, or lose errors. Now ZIO creator John A. De Goes has teamed up with core contributor Adam Fraser to deliver the ultimate guide to making you a concurrent programmer of extraordinary power. In a single book that you can work through in just 4 weeks, Zionomicon will give you the in-demand skills to excel at one of the fastest growing libraries in the Scala ecosystem. ZIO is a new library for concurrent programming. Using features of the Scala programming language, ZIO helps you build efficient, resilient, and concurrent applications that are easy to understand and test, and which don’t leak resources, deadlock, or lose errors. Used pervasively across an application, ZIO simplifies many of the challenges of building modern applications.

Название: 10 More Days to Become a Better Developer
Автор: Daniel Scheufler
Издательство: Leanpub
Год: 2022-11-19
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Software Development is a constant growth career. But not all growth is created equal. While video courses can be great, nothing beats practice! This book collects 10 simple exercises to hone your everyday craft. How far can you get with 10 Days? Designed around small, simple exercises, this 10-Day Challenge provides interested developers with approachable actions to start owning their growth. Each exercise is designed to allow you to grow in small steps taking 15-30 minutes a day, ideal for working it into a busy work schedule. Not all growth is created equal. Practice trumps lecture. And not all growth as a developer is around the technologies we use. This challenge focuses on the everyday actions of development: designing and writing code!

Название: Understanding jаvascript Promises
Автор: Nicholas C. Zakas
Издательство: Leanpub
Год: 2022-02-19
Страниц: 90
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.3 MB

Learn all about jаvascript promises from veteran jаvascript author Nicholas C. Zakas. One of the most powerful aspects of jаvascript is how easily it handles asynchronous programming. As a language created for the web, jаvascript needed to respond to user interactions such as clicks and key presses from the beginning, and so event handlers such as onclick were created. Event handlers allowed developers to specify a function to execute at some later point in time in reaction to an event. Node.js further popularized asynchronous programming in jаvascript by using callback functions in addition to events. As more and more programs started using asynchronous programming, events and callbacks were no longer sufficient to support everything developers wanted to do. Promises are the solution to this problem.

Название: Machine Learning in Python for Process Systems Engineering: Achieve Operational Excellence Using Process Data
Автор: Ankur Kumar, Jesus Flores-Cerrillo
Издательство: Leanpub
Год: 2022-02-17
Страниц: 352
Язык: английский
Формат: pdf (true)
Размер: 18.1 MB

This book provides a guided tour along the wide range of ML methods that have proven useful in process industry. Step-by-step instructions, supported with real process datasets, show how to develop ML-based solutions for process monitoring, predictive maintenance, fault diagnosis, soft sensing, and process control. This book provides an application-focused exposition of modern ML tools that have proven useful in process industry and hands-on illustrations on how to develop ML-based solutions for process monitoring, predictive maintenance, fault diagnosis, inferential modeling, dimensionality reduction, and process control. This book considers unique characteristics of industrial process data and uses real data from industrial systems for illustrations. With the focus on practical implementation and minimal programming or ML prerequisites, the book covers the gap in available ML resources for industrial practitioners. The authors of this book have drawn from their years of experience in developing data-driven industrial solutions to provide a guided tour along the wide range of available ML methods and declutter the world of Machine Learning.

Название: C, C++, Java, Python, PHP, jаvascript and Linux For Beginners
Автор: Manjunath R.
Издательство: Leanpub
Год: 2022-11-26
Страниц: 1865
Язык: английский
Формат: pdf (true)
Размер: 68.5 MB

It can be difficult to become proficient in a computer language when you first begin, but with this book you will find a straightforward but helpful instruction manual that doesn't just focus on theory and dry explanations but is also a dynamic and interactive workbook that offers sound practical experience. An ideal addition to your personal elibrary. With the aid of this indispensable reference book, you may quickly gain a grasp of Python, Java, jаvascript, C, C++, CSS, Data Science, HTML, LINUX and PHP. It can be challenging to understand the programming language's distinctive advantages and charms. Many programmers who are familiar with a variety of languages frequently approach them from a constrained perspective rather than enjoying their full expressivity.

Название: The Computer Science Book : A complete introduction to computer science in one book
Автор: Tom Johnson
Издательство: Leanpub
Год: 2021-03-04
Страниц: 248
Язык: английский
Формат: pdf (true), epub
Размер: 14.6 MB

Learn the computer science foundations you need to jump start your career. Ten chapters covering all the career-essential topics. Become confident in computer architecture, networking, databases and much more. Welcome to The Computer Science Book! This book contains ten chapters covering the main areas of a computer science degree. Together they will give you a comprehensive introduction to computer science. But learning computer science is difficult. Things are even tougher if you’re learning by yourself and in your own time. Where should you start? How do you chart a path through the whole of computer science, studying topics in the right order? How can you possibly work your way through the dozens of “classic”, doorstop textbooks? I know because I’ve been there.

Название: Encrypt, Sign, Attack: A compact introduction to cryptography
Автор: Olaf Manz
Издательство: Springer
Год: 2022
Страниц: 140
Язык: английский
Формат: pdf (true), epub
Размер: 10.3 MB

This book explains compactly, without theoretical superstructure and with as little mathematical formalism as possible, the essential concepts in the encryption of messages and data worthy of protection. The focus is on the description of the historically and practically important cipher, signature and authentication methods. Both symmetric encryption and public-key ciphers are discussed. In each case, the strategies used to attack and attempt to "crack" encryption are also discussed. Special emphasis is placed on the practical use of ciphers, especially in the everyday environment. The book is suitable for working groups at STEM schools and STEM teacher training, for introductory courses at universities as well as for interested students and adults. Textbooks and reference books take a more scientific approach to the topic of data encryption under the title of cryptography. They deal with the mathematical theories of the common procedures, describe their algorithms and program-technical realizations, and also deal with many topics of the organizational implementation. As a basis for lectures or seminars, it must in the first instance be the goal to introduce students to scientific work and to introduce them to areas of current research.

Название: Computational Optimization: Success in Practice
Автор: Vladislav Bukshtynov
Издательство: CRC Press
Год: 2023
Страниц: 415
Язык: английский
Формат: pdf (true)
Размер: 18.9 MB

This textbook offers a guided tutorial that reviews the theoretical fundamentals while going through the practical examples used for constructing the computational frame, applied to various real-life models. Computational Optimization: Success in Practice will lead the readers through the entire process. They will start with the simple calculus examples of fitting data and basics of optimal control methods and end up constructing a multi-component framework for running PDE-constrained optimization. This framework will be assembled piece by piece; the readers may apply this process at the levels of complexity matching their current projects or research needs. The main optimization framework builds through the course exercises and centers on MATLAB. This book will prove valuable to graduate students of math, Computer Science, engineering, and all who explore optimization techniques at different levels for educational or research purposes. It will benefit many professionals in academic and industry-related research: professors, researchers, postdoctoral fellows, and the personnel of R&D departments.

Название: React Clean Code: The secret to becoming a productive and clean coder
Автор: Juntao Qiu
Издательство: Leanpub
Год: 2022-11-10
Страниц: 102
Язык: английский
Формат: pdf (true), epub
Размер: 50.5 MB

Do you want to learn how to write better React code, with proven principles like S.O.L.I.D, Separation of Concerns, and Design Patterns in your React? This is a book for you. More than that, this book teaches you how to become a more productive developer with over 16 Refactorings and 20 IDE Shortcuts you can use immediately in your project today. This book teaches you all the refactoring techniques you need in building React applications and will help you become a productive developer in general. It shows you 16 Refactorings you can use immediately in your project, more than 20 IDE Shortcuts that can boost your productivity, as well as design patterns you should consider in your design, how to apply object-oriented programming in your React and so on. In this small book, I plan to focus on several small but critical things for developers who want to write better React code and want to be more productive when doing it. On the surface, they may look like two different things, but they could be relevant when you think about them for a minute. I recently saw an interesting Twitter thread: Programming is thinking, not typing, and the author asked what people think about the line.