Название: Elixir in Action, Third Edition (MEAP v6)
Автор: Sasa Juric
Издательство: Manning Publications
Год: 2023
Страниц: 360
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Fully updated to Elixir 1.14, this authoritative bestseller reveals how Elixir tackles problems of scalability, fault tolerance, and high availability. Thousands of developers have learned to build applications in Elixir by using Saša Juric’s Elixir in Action. Now in its third edition and fully updated to Elixir 1.14, this authoritative bestseller reveals how Elixir tackles problems of scalability, fault tolerance, and high availability. Skip the programming basics or 101 introductions; this book builds on your existing knowledge to get you quickly writing real Elixir code. Along the way, you'll develop an appreciation for, and considerable skill in, functional and concurrent programming. You’ll need intermediate skills with client/server applications and a language like Java, C#, or Ruby. No previous experience with Elixir required.

Название: Hacking Cryptography: Write, break, and fix real-world solutions (MEAP v2)
Автор: Kamran Khan, Bill Cox
Издательство: Manning Publications
Год: 2023
Страниц: 94
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Learn how the good guys implement cryptography and how the bad guys exploit it. Theoretically strong cryptography often becomes vulnerable to exploitation as soon as it’s built into real applications and networks. Hacking Cryptography details dozens of practical cryptographic implementations and then breaks down the flaws that adversaries use to exploit them. You’ll learn just what it takes to write cryptographically secure code, build an intuition for spotting potential vulnerabilities, and master techniques to avoid the pitfalls that leave your systems at risk. Everything we do in the digital world is protected by cryptography. It is the final and most reliable defense of our data, and it is often impossible to break in its pure mathematical form. Unfortunately, life is different outside the lab. Implementing cryptography in code and hardware is never perfect, and any crack is an invitation for a would-be attacker’s exploitation.

Название: The Complete C++ & Python Manual - 15th Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 148
Язык: английский
Формат: pdf
Размер: 53.6 MB

Unleash the power of Python and C++. Having a basic knowledge of programming can open many different doors for the newcomer to explore. You can gain a better understanding of how hardware and software work together, how your computer or device functions and how incredible open-world gaming environments are converted from ones and zeros to what's on your monitor or TV. Technology is everywhere and it's all connected through programming. Your TV, microwave, in-car entertainment and the Internet itself are all reliant on good programming to make them work the way you want them to. Within these pages are the building blocks to help you take your first steps into the world of programming. We've taken two of the most powerful and versatile programming languages available, Python and C++ and broken them down into bite-sized tutorials and guides to help you learn how they work, and how to make them work for you.

Название: Engineering Mathematics and Artificial Intelligence: Foundations, Methods, and Applications
Автор: Herb Kunze, Davide La Torre, Adam Riccoboni
Издательство: CRC Press
Год: 2024
Страниц: 530
Язык: английский
Формат: pdf (true)
Размер: 40.0 MB

The fields of Artificial Intelligence (AI) and Machine Learning (ML) have grown dramatically in recent years, with an increasingly impressive spectrum of successful applications. This book represents a key reference for anybody interested in the intersection between mathematics and AI/ML and provides an overview of the current research streams. Engineering Mathematics and Artificial Intelligence: Foundations, Methods, and Applications discusses the theory behind ML and shows how mathematics can be used in AI. The book illustrates how to improve existing algorithms by using advanced mathematics and offers cutting-edge AI technologies. The book goes on to discuss how ML can support mathematical modeling and how to simulate data by using artificial neural networks. Future integration between ML and complex mathematical techniques is also highlighted within the book.

Название: Coded Leadership Developing Scalable Management in an AI-induced Quantum World
Автор: Raul Villamarin Rodriguez, Pinisetti Swami Sairam, Hemachandran K.
Издательство: CRC Press
Год: 2023
Страниц: 133
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Coded Leadership: Developing Scalable Management in an AI-induced Quantum World will assist researchers and industry experts working towards improvising their processes and developing and deploying strategies in an AI-induced world of quantum computing. The book introduces the necessary background to understand the challenges in today's organizational leadership and how artificial intelligence enables learning to be viewed from a probabilistic framework. Quantum Natural Language Processing (QNLP) is an emerging field where we hope to achieve significant advantages by using a quantum computer to process languages. This field is in a very nascent stage but still significant progress has been achieved to prove that QNLP concepts do work in practice when they are executed on real quantum hardware. The most beautiful aspect of QNLP is that it connects abstract mathematical concepts such as category theory (especially monoidal category) to real-world practical implementation.

Название: The Creative Programmer (Final Release)
Автор: Wouter Groeneveld
Издательство: Manning Publications
Год: 2023
Страниц: 232
Язык: английский
Формат: epub (true)
Размер: 37.6 MB

Creativity is essential to being a successful programmer. The stories, examples, and groundbreaking research in this book will help you unleash your creative potential! In The Creative Programmer you’ll learn the processes and habits of successful creative individuals and discover how you can build creativity into your programming practice. This fascinating new book introduces the seven domains of creative problem solving and teaches practical techniques that apply those principles to software development. Hand-drawn illustrations, reflective thought experiments, and brain-tickling example problems help you get your creative juices flowing. You’ll soon be thinking up new and novel ways to tackle the big challenges of your projects. I don’t doubt that The Creative Programmer will be useful to any programmer, from high schoolers taking their first steps in Python to seasoned C++ developers with decades of experience. For programmers of all experience and skill levels.

Название: The Structure of Game Design
Автор: Wallace Wang
Издательство: Springer
Год: 2023
Страниц: 281
Язык: английский
Формат: pdf (true), epub
Размер: 38.5 MB

The Structure of Game Design is designed to help aspiring and existing game designers turn their ideas into working games. Creating a game involves understanding the core foundational elements of all types of games from paper-based games to the latest video games. By understanding how these core principles work in all types of games, you can apply these same principles to design your own game. Two popular, general purpose game engines that are nearly equal in features are Unity and Unreal. Two less popular but rival game engines are Godot and GameMaker Studio. Godot is free and open source but GameMaker Studio is proprietary and costs money to use. By studying different game engines, you can get a better idea which features might be most important for your game idea. Many game engines support only one programming language but others support multiple programming languages, letting you choose the language you like for that particular game engine. Since writing code may be too difficult for many people, many game engines also offer a visual scripting option. Unfortunately, visual scripts tend to run much slower than traditional programming language code. Even worse, visual scripting takes up larger amounts of space just to make the simplest program. What might take a handful of lines of text in a traditional language like C++ could take up half a screen with a visual scripting language.

Название: Machine Learning in Production: Master the art of delivering robust Machine Learning solutions with MLOps
Автор: Suhas Pote
Издательство: BPB Publications
Год: 2023
Страниц: 469
Язык: английский
Формат: pdf (true)
Размер: 38.98 MB

Deploy, manage, and scale Machine Learning models with MLOps effortlessly. ‘Machine Learning in Production’ is an attempt to decipher the path to a remarkable career in the field of MLOps. It is a comprehensive guide to managing the machine learning lifecycle from development to deployment, outlining ways in which you can deploy ML models in production. It starts off with fundamental concepts, an introduction to the ML lifecycle and MLOps, followed by comprehensive step-by-step instructions on how to develop a package for ML code from scratch that can be installed using pip. It then covers MLflow for ML life cycle management, CI/CD pipelines, and shows how to deploy ML applications on Azure, GCP, and AWS. Furthermore, it provides guidance on how to convert Python applications into Android and Windows apps, as well as how to develop ML web apps. Finally, it covers monitoring, the critical topic of machine learning attacks, and A/B testing.

Название: Evolutionary Deep Learning: Genetic algorithms and neural networks (MEAP v12)
Автор: Micheal Lanham
Издательство: Manning Publications
Год: 2023
Страниц: 443
Язык: английский
Формат: pdf, epub
Размер: 23.3 MB

Discover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolutionary computation overcome deep learning’s common pitfalls and deliver adaptable model upgrades without constant manual adjustment. Evolutionary Deep Learning is a guide to improving your Deep Learning models with AutoML enhancements based on the principles of biological evolution. This exciting new approach utilizes lesser- known AI approaches to boost performance without hours of data annotation or model hyperparameter tuning. Google Colab notebooks make it easy to experiment and play around with each exciting example. By the time you’ve finished reading Evolutionary Deep Learning, you’ll be ready to build deep learning models as self-sufficient systems you can efficiently adapt to changing requirements.

Название: Software Engineering for Data Scientists (MEAP v3)
Автор: Andrew Treadway
Издательство: Manning Publications
Год: 2023
Страниц: 319
Язык: английский
Формат: pdf, epub
Размер: 16.8 MB

These easy to learn and apply software engineering techniques will radically improve collaboration, scaling, and deployment in your data science projects. Software Engineering for Data Scientists presents important software engineering principles that will radically improve the performance and efficiency of Data Science projects. Author and Meta data scientist Andrew Treadway has spent over a decade guiding models and pipelines to production. This practical handbook is full of his sage advice that will change the way you structure your code, monitor model performance, and work effectively with the software engineering teams. Part 4 will teach you how to effectively monitor your code in production. This is especially relevant when you deploy a Machine Learning model to make predictions on a recurring or automated basis. We’ll cover logging, automated reporting, and how to build dashboards with Python.