Название: Machine Learning Algorithms in Depth (MEAP v9)
Автор: Vadim Smolyakov
Издательство: Manning Publications
Год: 2023
Страниц: 550
Язык: английский
Формат: epub
Размер: 41.6 MB

In Machine Learning Algorithms in Depth you’ll explore practical implementations of dozens of ML algorithms including. Machine Learning Algorithms in Depth dives into the design and underlying principles of some of the most exciting Machine Learning (ML) algorithms in the world today. With a particular emphasis on probability-based algorithms, you’ll learn the fundamentals of Bayesian inference and Deep Learning. Understanding ML algorithms from scratch will help you choose the right algorithm for the task, explain the results, troubleshoot advanced problems, extend an algorithm to a new application, and improve performance of existing algorithms. Some of the prerequisites for reading this book include basic level of programming in Python and intermediate level of understanding of linear algebra, applied probability and multivariate calculus.

Название: Machine Learning System Design: With end-to-end examples (MEAP v3)
Автор: Arseny Kravchenko, Valerii Babushkin
Издательство: Manning Publications
Год: 2023
Страниц: 186
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Get the big picture and the important details with this end-to-end guide for designing highly effective, reliable Machine Learning systems. Machine Learning System Design: With end-to-end examples is a practical guide for planning and designing successful ML applications. It lays out a clear, repeatable framework for building, maintaining, and improving systems at any scale. Authors Arseny Kravchenko and Valeri Babushkin have filled this unique handbook with campfire stories and personal tips from their own extensive careers. You’ll learn directly from their experience as you consider every facet of a machine learning system, from requirements gathering and data sourcing to deployment and management of the finished system.

Название: The Decision Intelligence Handbook: Practical Steps for Evidence-Based Decisions in a Complex World (Final)
Автор: L.Y. Pratt, N.E. Malcolm
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 247
Язык: английский
Формат: epub
Размер: 10.1 MB

Decision Intelligence (DI) has been widely named as a top technology trend for several years, and the Gartner Group reports that more than a third of large organizations are adopting it. Some even say that DI is the next step in the evolution of Artificial Intelligence (AI). Gartner Group reports that more than a third of large organizations are adopting it. Some even say that DI is the next step in the evolution of AI. Many software vendors offer DI solutions today, as they help organizations implement their evidence-based or data-driven decision strategies. Until now, there has been little practical guidance for organizations to formalize decision-making and integrate their decisions with data. Decision Intelligence (DI) is a methodology and set of processes and technologies for making better, more evidence-based decisions by helping decision makers understand how the actions they take today can affect their desired outcomes in the future. The key concept of DI is the idea that you can design decisions. Importantly, a decision, as we treat it here, is a thought process about an action that, once made, leads to specific outcomes without any further intervention.

Название: A Hands-On Introduction to Essential Python Libraries and Frameworks (With Code Samples)
Автор: Murat Durmus
Издательство: Independently published
Год: 2023
Страниц: 170
Язык: английский
Формат: pdf (true), azw3, epub, mobi
Размер: 10.2 MB

Essential Python libraries and frameworks that every aspiring data scientist, ML engineer, and Python developer should know. Python is a popular high-level programming language for various applications, including web development, scientific computing, data analysis, and machine learning. Its simplicity, readability, and versatility have made it a popular choice for programmers of all levels of expertise. Data Science is an interdisciplinary field that involves extracting, analyzing, and interpreting large, complex data sets. It combines elements of statistics, computer science, and domain expertise to extract insights and knowledge from data. Data scientists use various tools and techniques to collect, process, and analyze data, including statistical analysis, Machine Learning, data mining, and data visualization. Python Pandas is an open-source data manipulation and analysis library for the Python programming language. It provides a set of data structures for efficiently storing and manipulating large data sets, as well as a variety of tools for data analysis, cleaning, and preprocessing.

Название: Computational Intelligence: Theoretical Advances and Advanced Applications
Автор: Dinesh C.S. Bisht, Mangey Ram
Издательство: De Gruyter
Год: 2020
Страниц: 260
Язык: английский
Формат: epub
Размер: 15.0 MB

Computational Intelligence (CI) lies at the interface between engineering and Computer Science; control engineering, where problems are solved using computer-assisted methods. Thus, it can be regarded as an indispensable basis for all Artificial Intelligence (AI) activities. This book collects surveys of most recent theoretical approaches focusing on fuzzy systems, neurocomputing, and nature inspired algorithms. It also presents surveys of up-to-date research and application with special focus on fuzzy systems as well as on applications in life sciences and neuronal computing. The origins of CI are found in fuzzy logic, data analysis and intelligent systems.

Название: ASP.NET Core in Action, Third Edition (MEAP v12)
Автор: Andrew Lock
Издательство: Manning Publications
Год: 2023
Страниц: 973
Язык: английский
Формат: epub
Размер: 24.3 MB

Build professional-grade full-stack web applications using C# and ASP.NET Core. Fully updated to ASP.NET Core 7.0! In ASP.NET Core in Action, Third Edition Microsoft MVP Andrew Lock teaches you how you can use your C# and .NET skills to build amazing cross-platform web applications. This revised bestseller reveals the latest .NET patterns, including minimal APIs and minimal hosting. Even if you've never worked with ASP.NET, you'll start creating productive cross-platform web apps fast. Developers love ASP.NET Core for its libraries and pre-built components that maximize productivity. This awesome web framework empowers you to build web applications using HTTP APIs, server-side rendered HTML, and long-running server processes all using the same familiar structure and components. Version 7.0 takes full advantage of new C# features, easy-to-build minimal APIs, and big performance upgrades.

Название: Spring Security in Action, Second Edition (MEAP v6)
Автор: Laurentiu Spilca
Издательство: Manning Publications
Год: 2023
Страниц: 229
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Design and develop Spring applications that are secure right from the start. Spring Security in Action, Second Edition is a revised version of the bestselling original, fully updated for Spring Boot 3 and Oauth2/OpenID Connect. This new edition covers the latest patterns for application-level security in Spring apps, demonstrating how Spring Security simplifies every step of the security process. Code samples and useful real-world examples give you hands-on experience of protecting your apps from common threats such as injection attacks and poor monitoring. For experienced Java and Spring developers.

Название: Pro ASP.NET Core 7, Tenth Edition (MEAP v3)
Автор: Adam Freeman
Издательство: Manning Publications
Год: 2023
Страниц: 1360
Язык: английский
Формат: pdf, epub
Размер: 27.6 MB

Now in its tenth edition, this industry-leading guide to ASP.NET Core teaches everything you need to know to create easy, extensible, and cloud-native web applications. Pro ASP.NET Core, Tenth Edition is an acclaimed bestseller, and a bible for .NET web developers. Tens of thousands of readers have benefited from its comprehensive coverage of ASP.NET’s key tools and techniques. Now in its tenth edition, this revised guide has been fully updated to .NET 7, with extensive chapters on Razor Pages, Blazor, MVC Core, and other new features. ASP.NET Core 7 is the latest version of Microsoft’s comprehensive web development framework. It gives C# developers everything they need to create scalable and robust web apps. For web developers experienced with C# and the basics of .NET.

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.