Название: Mastering Bitcoin: Programming the Open Blockchain, 3rd Edition (Fourth Early Release)
Автор: Andreas M. Antonopoulos, David A. Harding
Издательство: O’Reilly Media, Inc.
Год: 2023-06-22
Страниц: 167
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB

Join the technological revolution that's taking the financial world by storm. Mastering Bitcoin is your guide through the seemingly complex world of Bitcoin, providing the knowledge you need to participate in the internet of money. Whether you're building the next killer app, investing in a startup, or simply curious about the technology, this revised and expanded third edition provides essential detail to get you started. Bitcoin, the first successful decentralized digital currency, has already spawned a multibillion-dollar global economy open to anyone with the knowledge and passion to participate. Mastering Bitcoin provides the knowledge. You supply the passion. Bitcoin is a collection of concepts and technologies that form the basis of a digital money ecosystem. Units of currency called bitcoin are used to store and transmit value among participants in the Bitcoin network.

Название: Building Knowledge Graphs: A Practitioner's Guide (Final)
Автор: Jesus Barrasa, Maya Natarajan, Jim Webber
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 291
Язык: английский
Формат: True PDF, True EPUB (Retail Copy)
Размер: 28.5 MB

Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you create a knowledge graph? And how do you move it from theory into production? Graph data has become ubiquitous in the last decade. Graphs underpin everything from consumer-facing systems like navigation and social networks to critical infrastructure like supply chains and policing. A consistent theme has emerged: applying knowledge in context is the single most powerful tool that most businesses have. Through research and experience, a set of patterns and practices called knowledge graphs has been developed to support extracting knowledge from data of all types and in all sources, from systems of record to frozen data lakes to application logs.

Название: Low-Code AI: A Practical Project-Driven Introduction to Machine Learning (Early Release)
Автор: Gwendolyn Stripling, Michael Abel
Издательство: O’Reilly Media, Inc.
Год: 2023-06-15
Страниц: 109
Язык: английский
Формат: epub
Размер: 10.2 MB

Take a data-first and use-case driven approach to understanding machine learning and deep learning concepts with Low-Code AI. This hands-on guide presents three problem-focused ways to learn ML: no code using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. You'll learn key ML concepts by using real-world datasets with realistic problems. Business and data analysts get a project-based introduction to ML/AI using a detailed, data-driven approach: loading and analyzing data, feeding data into an ML model; building, training, and testing; and deploying the model into production. Authors Michael Abel and Gwendolyn Stripling show you how to build machine learning models for retail, healthcare, financial services, energy, and telecommunications.

Название: "Looks Good to Me": Actionable advice for constructive code reviews (MEAP v1)
Автор: Adrienne Braganza
Издательство: Manning Publications
Год: 2023
Страниц: 117
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Deliver code reviews that consistently build up your team and improve your applications. “Looks Good To Me” offers a unique approach to delivering meaningful code reviews that goes beyond superficial checklists and tense critical conversations. Instead, you’ll learn how to improve both your applications and your team dynamics. “Looks Good To Me” is a comprehensive guide to code reviews. It’s perfect for any stage of your process—whether you’re improving your practices, setting up a new review system, or even hearing about code reviews for the very first time. The book’s flexible practices are designed to flex to suit how your team does things. Each chapter offers multiple options and solutions, relatable scenarios, and personal tidbits from Adrienne’s career—plus starter templates that let you apply what you’ve learned straight away.

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: 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.