Название: Pythonic AI: A beginner's guide to building AI applications in Python
Автор: Arindam Banerjee
Издательство: BPB Publications
Год: 2024
Страниц: 483
Язык: английский
Формат: epub (true)
Размер: 36.5 MB

“Pythonic AI” is a book that teaches you how to build AI models using Python. It also includes practical projects in different domains so you can see how AI is used in the real world. Besides teaching how to build AI models, the book also teaches how to understand and explore the opportunities that AI presents. It includes several hands-on projects that walk you through successful AI applications, explaining concepts like neural networks, computer vision, natural language processing (NLP), and generative models. Each project in the book also reiterates and reinforces the important aspects of Python scripting. You'll learn Python coding and how it can be used to build cutting-edge AI applications. The author explains each essential line of Python code in detail, taking into account the importance and difficulty of understanding. By the end of the book, you will learn how to develop a portfolio of AI projects that will help you land your dream job in AI. This book is for everyone who wants to learn how to build AI applications in Python, regardless of their experience level. Whether you're a student, a tech professional, a non-techie, or a technology enthusiast, this book will teach you the fundamentals of Python and AI, and show you how to apply them to real-world problems.

Название: Evading EDR: The Definitive Guide to Defeating Endpoint Detection Systems (Final)
Автор: Matt Hand
Издательство: No Starch Press
Год: 2024
Страниц: 315
Язык: английский
Формат: True/Retail (PDF EPUB MOBI)
Размер: 26.4 MB

EDR, demystified! Stay a step ahead of attackers with this comprehensive guide to understanding the attack-detection software running on Microsoft systems—and how to evade it. Nearly every enterprise uses an Endpoint Detection and Response (EDR) agent to monitor the devices on their network for signs of an attack. But that doesn't mean security defenders grasp how these systems actually work. This book demystifies EDR, taking you on a deep dive into how EDRs detect adversary activity. Chapter by chapter, you’ll learn that EDR is not a magical black box—it’s just a complex software application built around a few easy-to-understand components. The author uses his years of experience as a red team operator to investigate each of the most common sensor components, discussing their purpose, explaining their implementation, and showing the ways they collect various data points from the Microsoft operating system. In addition to covering the theory behind designing an effective EDR, each chapter also reveals documented evasion strategies for bypassing EDRs that red teamers can use in their engagements.

Название: Qt 6 QML
Автор: Боклаге-Рианнель Ю., Лорке С., Телин Й.
Издательство: The Qt Company
Год: 2023
Формат: pdf
Страниц: 728
Размер: 16 mb
Язык: Русский

Добро пожаловать в The Qt 6 Book - книгу о QML. Этот текст поможет вам разобраться в QML, языке Qt для создания динамических пользовательских интерфейсов.

Название: Programmer Passport: OTP
Автор: Bruce Tate
Издательство: The Pragmatic Programmers
Год: June 2022 (Version: P1.0)
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

OTP is the heart of the rapidly growing Elixir, the functional language at the heart of Phoenix and LiveView. OTP enables exciting concurrent applications with among the best reliability properties in the world. With this book, you'll learn to code systems that can detect failure and recover from it automatically using the same techniques behind the world's telecommunication systems. By plugging into OTP, your own libraries will handle concurrent requests robustly, and seamlessly integrate with other supervised Elixir and Erlang applications. If you're looking to take your next step as an Elixir developer, look no further than OTP. OTP is a library for building fault tolerant systems with self-healing properties; its services power many of the world's reliable telecom infrastructure. It also powers many of Elixir's most powerful capabilities. In this fast-paced book - first published with Groxio's Programmer Passport - you'll learn about the most important abstractions that power OTP. This approachable guide will give you a high-level understanding before diving into individual details. This understanding will tell you how the core APIs work so you'll know why Elixir programmers write code the way they do.

Название: Programmer Passport: Elixir
Автор: Bruce Tate
Издательство: The Pragmatic Programmers
Год: May 2022 (Version: P1.0)
Страниц: 130
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

Elixir is a functional language that crosses many boundaries. With a syntax borrowing heavily from Ruby, a runtime that is on the Erlang BEAM, a macro system like that in Lisp, and a streaming library like you might find in Haskell, Elixir takes the best features from many environments. Elixir borrows from Erlang's "Let It Crash" philosophy, and adds significant improvements with structs, first-class hygienic macros, and abstractions such as protocols. Many of these ideas were borrowed from other communities, and they make a big difference in language adoption. This book gives you a quick guided tour through the fascinating world of Elixir! Explosive growth in the Internet of Things has created a demand for Elixir’s many frameworks for managing, networking, and measuring hardware. A push for more interactive web systems is driving demand for web programming tools like Elixir’s Phoenix. If you think of a book as a travel guide, this book provides quick day trips that many travelers miss. We’ll focus on several blind spots that beginning and intermediate Elixir developers encounter. We’ll walk you through how to explore types in IEx and when to use Elixir’s primitive data types. We’ll unlock sigils and show you how macros work. Together, we’ll build a mix task.

Название: Artificial Intelligence and Machine Learning: An Intelligent Perspective of Emerging Technologies
Автор: Rohit Tanwar, Surbhi Bhatia Khan, Varun Sapra
Издательство: CRC Press
Год: 2024
Страниц: 155
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book focuses on Artificial Intelligence (AI) and Machine Learning (ML) technologies and how they are progressively being incorporated into a wide range of products, including consumer gadgets, "smart" personal assistants, cutting-edge medical diagnostic systems, and quantum computing systems. This concise reference book offers a broad overview of the most important trends and discusses how these trends and technologies are being created and employed in the applications in which they are being used. Artificial Intelligence and Machine Learning: An Intelligent Perspective of Emerging Technologies offers a broad package involving the incubation of AI and ML with various emerging technologies such as Internet of Things (IoT), healthcare, smart cities, robotics, and more. The book discusses various data collection and data transformation techniques and also maps the legal and ethical issues of data-driven e-healthcare systems while covering possible ways to resolve them. The book explores different techniques on how AI can be used to create better virtual reality experiences and deals with the techniques and possible ways to merge the power of AI and IoT to create smart home appliances.

Название: AI-Centric Modeling and Analytics; Concepts, Technologies, and Applications
Автор: Alex Khang, Vugar Abdullayev, Babasaheb Jadhav, Shashi Kant Gupta
Издательство: CRC Press
Год: 2024
Страниц: 396
Язык: английский
Формат: pdf (true)
Размер: 30.5 MB

This book shares new methodologies, technologies, and practices for resolving issues associated with leveraging AI-centric modeling, data analytics, Machine Learning-aided models, Internet of Things-driven applications, and cybersecurity techniques in the era of Industrial Revolution 4.0. AI-Centric Modeling and Analytics: Concepts, Technologies, and Applications focuses on how to implement solutions using models and techniques to gain insights, predict outcomes, and make informed decisions. This book presents advanced AI-centric modeling and analysis techniques that facilitate data analytics and learning in various applications. It offers fundamental concepts of advanced techniques, technologies, and tools along with the concept of real-time analysis systems. AI is not only a buzzword or any special feature of Computer Science; it collaborates with other computer science areas, such as ML, Deep Learning, Big Data analytics, and natural language processing (NLP). Artificial Intelligence uses multiple programming languages and supports multiple tools to record data as well as to build an algorithm to create a model based on data.

Название: Build a Weather Station with Elixir and Nerves: Visualize Your Sensor Data with Phoenix and Grafana
Автор: Alexander Koutmos, Bruce A. Tate, Frank Hunleth
Издательство: The Pragmatic Programmers
Год: January 2022 (Version: P1.0)
Язык: английский
Формат: pdf (true), epub (true)
Размер: 13,5 MB

The Elixir programming language has become a go-to tool for creating reliable, fault-tolerant, and robust server-side applications. Thanks to Nerves, those same exact benefits can be realized in embedded applications. This book will teach you how to structure, build, and deploy production grade Nerves applications to network-enabled devices. The weather station sensor hub project that you will be embarking upon will show you how to create a full stack IoT solution in record time. You will build everything from the embedded Nerves device to the Phoenix backend and even the Grafana time-series data visualizations. Elixir as a programming language has found its way into many different software domains, largely in part to the rock-solid foundation of the Erlang virtual machine. Thanks to the Nerves framework, Elixir has also found success in the world of embedded systems and IoT. Having access to all of the Elixir and OTP constructs such as concurrency, supervision, and immutability makes for a powerful IoT recipe. Find out how to create fault-tolerant, reliable, and robust embedded applications using the Nerves framework.

Название: Build a Binary Clock with Elixir and Nerves: Use Layering to Produce Better Embedded Systems
Автор: Frank Hunleth, Bruce A. Tate
Издательство: The Pragmatic Programmers
Год: August 2022 (Version: P1.0)
Страниц: 102
Язык: английский
Формат: True PDF, True EPUB, MOBI
Размер: 10.1 MB, 10.4 MB

Want to get better at coding Elixir? Write a hardware project with Nerves. As you build this binary clock, you'll build in resiliency using OTP, the same libraries powering many commercial phone switches. You'll attack complexity the way the experts do, using a layered approach. You'll sharpen your debugging skills by taking small, easily verified steps toward your goal. When you're done, you'll have a working binary clock and a good appreciation of the work that goes into a hardware system. You'll also be able to apply that understanding to every new line of Elixir you write.

Название: Solving Ordinary Differential Equations in Python
Автор: Joakim Sundnes
Издательство: Springer
Год: 2024
Страниц: 124
Язык: английский
Формат: pdf (true), djvu
Размер: 10.2 MB

This book explains the foundations of modern solvers for ordinary differential equations (ODEs). Formulating and solving ODEs is an essential part of mathematical modeling and computational science, and numerous solvers are available in commercial and open source software. However, no single ODE solver is the best choice for every single problem, and choosing the right solver requires fundamental insight into how the solvers work. This book will provide exactly that insight, to enable students and researchers to select the right solver for any ODE problem of interest, or implement their own solvers if needed. The presentation is compact and accessible, and focuses on the large and widely used class of solvers known as Runge-Kutta methods. Explicit and implicit methods are motivated and explained, as well as methods for error control and automatic time step selection, and all the solvers are implemented as a class hierarchy in Python. The main purpose of the notes is to serve as a concise and gentle introduction to solving differential equations in Python, specifically for the course Introduction to programming for scientific applications (IN1900, 10 ETCS credits) at the University of Oslo. These notes will be most useful for readers with a basic knowledge of Python and NumPy, and it is also useful to have a fundamental understanding of ODEs.