Название: A Guided Tour of Artificial Intelligence Research: Volume II: AI Algorithms
Автор: Pierre Marquis (Editor), Odile Papini (Editor), Henri Prade (Editor)
Издательство: Springer
Год: 2020
Формат: true pdf/epub
Страниц: 538
Размер: 19.1 Mb
Язык: English

The purpose of this book is to provide an overview of AI research, ranging from basic work to interfaces and applications, with as much emphasis on results as on current issues. It is aimed at an audience of master students and Ph.D. students, and can be of interest as well for researchers and engineers who want to know more about AI. The book is split into three volumes:
- the first volume brings together twenty-three chapters dealing with the foundations of knowledge representation and the formalization of reasoning and learning (Volume 1. Knowledge representation, reasoning and learning)
- the second volume offers a view of AI, in fourteen chapters, from the side of the algorithms (Volume 2. AI Algorithms)
- the third volume, composed of sixteen chapters, describes the main interfaces and applications of AI (Volume 3. Interfaces and applications of AI).

Название: PYTHON PROGRAMMING AND MACHINE LEARNING: The ultimate guide for beginners to learn Python and mastering the fundamentals of ML + tools and tricks
Автор: John Code
Издательство: Amazon
Год: 2020
Формат: azw3/pdf(conv.)
Страниц: 266
Размер: 7.7 Mb
Язык: English

This book includes:
Python Programming for Beginners
This book can be your easy guide to understand coding language, Python programming, and data analysis with tricks and tools. It comes with 11 chapters that will teach you about python programming.
Python Machine Learning

Название: A Guided Tour of Artificial Intelligence Research: Volume I: Knowledge Representation, Reasoning and Learning
Автор: Pierre Marquis, Odile Papini
Издательство: Springer
Год: 2020
Страниц: 818
Язык: английский
Формат: pdf (true), epub
Размер: 24.3 MB

The purpose of this book is to provide an overview of AI research, ranging from basic work to interfaces and applications, with as much emphasis on results as on current issues. It is aimed at an audience of master students and Ph.D. students, and can be of interest as well for researchers and engineers who want to know more about AI. The book is split into three volumes

Название: The Software Architect Elevator: Redefining the Architect's Role in the Digital Enterprise First Edition
Автор: Gregor Hohpe
Издательство: O'Reilly Media
Год: 2020-04-07
Формат: epub, true pdf
Страниц: 366
Размер: 19.3 M, 15.1 Mb
Язык: English

As the digital economy changes the rules of the game for enterprises, the role of software and IT architects is also transforming. Rather than focus on technical decisions alone, architects and senior technologists need to combine organizational and technical knowledge to effect change in their company’s structure and processes. To accomplish that, they need to connect the IT engine room to the penthouse, where the business strategy is defined.

Название: Designing Elixir Systems With OTP: Write Highly Scalable, Self-healing Software with Layers
Автор: II James Edward Gray, Bruce A. Tate
Издательство: Pragmatic Bookshelf
Год: 2019
Формат: true pdf/epub/azw3
Страниц: 248
Размер: 10.1 Mb
Язык: English

You know how to code in Elixir; now learn to think in it. Learn to design libraries with intelligent layers that shape the right data structures, flow from one function into the next, and present the right APIs. Embrace the same OTP that's kept our telephone systems reliable and fast for over 30 years. Move beyond understanding the OTP functions to knowing what's happening under the hood, and why that matters. Using that knowledge, instinctively know how to design systems that deliver fast and resilient services to your users, all with an Elixir focus.

Название: Building an Anonymization Pipeline: Creating Safe Data First Edition
Автор: Luk Arbuckle and Khaled El Emam
Издательство: O’Reilly Media
Год: 2020-04-10
Формат: true pdf/epub
Страниц: 166
Размер: 16.4 Mb
Язык: English

How can you use data in a way that protects individual privacy but still provides useful and meaningful analytics? With this practical book, data architects and engineers will learn how to establish and integrate secure, repeatable anonymization processes into their data flows and analytics in a sustainable manner.
Luk Arbuckle and Khaled El Emam from Privacy Analytics explore end-to-end solutions for anonymizing device and IoT data, based on collection models and use cases that address real business needs. These examples come from some of the most demanding data environments, such as healthcare, using approaches that have withstood the test of time.

Название: Programming Elm: Build Safe, Sane, and Maintainable Front-End Applications
Автор: Jeremy Fairbank
Издательство: Pragmatic Bookshelf
Год: 2019
Формат: true pdf/epub
Страниц: 308
Размер: 12.6 Mb
Язык: English

Elm brings the safety and stability of functional programing to front-end development, making it one of the most popular new languages. Elm's functional nature and static typing means that run-time errors are nearly impossible, and it compiles to jаvascript for easy web deployment. This book helps you take advantage of this new language in your web site development. Learn how the Elm Architecture will help you create fast applications. Discover how to integrate Elm with jаvascript so you can update legacy applications. See how Elm tooling makes deployment quicker and easier.

Название: Effective Python: 90 Specific Ways to Write Better Python, Second Edition
Автор: Brett Slatkin
Издательство: Addison-Wesley Professional
Год: 2019
Формат: epub, true pdf
Страниц: 480
Размер: 54 Mb, 11.8 Mb
Язык: English

It’s easy to start developing programs with Python, which is why the language is so popular. However, Python’s unique strengths, charms, and expressiveness can be hard to grasp, and there are hidden pitfalls that can easily trip you up.
This second edition of Effective Python will help you master a truly “Pythonic” approach to programming, harnessing Python’s full power to write exceptionally robust and well-performing code. Using the concise, scenario-driven style pioneered in Scott Meyers’ best-selling Effective C++, Brett Slatkin brings together 90 Python best practices, tips, and shortcuts, and explains them with realistic code examples so that you can embrace Python with confidence.

Название: Modern Systems Programming with Scala Native: Write Lean, High-Performance Code without the JVM
Автор: Richard Whaling
Издательство: Pragmatic Bookshelf
Год: 2020
Название: Modern Systems Programming with Scala Native: Write Lean, High-Performance Code without the JVM
Автор: Richard Whaling
Издательство: Pragmatic Bookshelf
Год: 2020
Формат: true pdf/epub
Страниц: 262
Размер: 10.6 Mb
Язык: English

Access the power of bare-metal systems programming with Scala Native, an ahead-of-time Scala compiler. Without the baggage of legacy frameworks and virtual machines, Scala Native lets you re-imagine how your programs interact with your operating system. Compile Scala code down to native machine instructions; seamlessly invoke operating system APIs for low-level networking and IO; control pointers, arrays, and other memory management techniques for extreme performance; and enjoy instant start-up times. Skip the JVM and improve your code performance by getting close to the metal.

Название: Software Estimation Without Guessing: Effective Planning in an Imperfect World
Автор: George Dinwiddie
Издательство: Pragmatic Bookshelf
Год: 2020
Формат: true pdf/epub
Страниц: 248
Размер: 10 Mb
Язык: English

Estimating software development often produces more angst than value, but it doesn't have to. Identify the needs behind estimate requests and determine how to meet those needs simply and easily. Choose estimation techniques based on current needs and available information, gaining benefit while reducing cost and effort. Detect bad assumptions that might sink your project if you don't adjust your plans. Discover what to do when an estimate is wrong, how to recover, and how to use that knowledge for future planning. Learn to communicate about estimates in a healthy and productive way, maximizing advantage to the organization and minimizing damage to the people.