Название: Machine Learning with Python for Everyone (Final version)
Автор: Mark E. Fenner
Издательство: Addison-Wesley Professional
Год: 2019
Страниц: 588
Язык: английский
Формат: True PDF
Размер: 10.1 MB

Полное руководство для начинающих по изучению и созданию систем машинного обучения с использованием Python. Книга "Машинное обучение с Python для всех" поможет вам освоить процессы, шаблоны и стратегии, необходимые для построения эффективных систем обучения, даже если вы абсолютный новичок. Если вы можете написать код на Python, эта книга для вас, независимо от того, насколько мало вы знаете высшую математику. Главный преподаватель Марк Э. Феннер полагается на истории на простом английском, рисунки и примеры на Python для передачи идей машинного обучения.

Название: Creating Great Teams: How Self-Selection Lets People Excel
Автор: Sandy Mamoli and David Mole
Издательство: Pragmatic Bookshelf
Год: 2015
Формат: PDF, EPUB
Размер: 27,4 Мб
Язык: English

People are happiest and most productive if they can choose what they work on and who they work with. Self-selecting teams give people that choice. Build well-designed and efficient teams to get the most out of your organization, with step-by-step instructions on how to set up teams quickly and efficiently. You'll create a process that works for you, whether you need to form teams from scratch, improve the design of existing teams, or are on the verge of a big team re-shuffle.

Название: Effective Team Management with VSTS and TFS: A Guide for Scrum Masters
Автор: Chaminda Chandraseara, Sanjaya Yapa
Издательство: Apress
Год: 2018
ISBN: 9781484235577
Формат: pdf, epub
Страниц: XVI, 168
Размер: 12,3 mb
Язык: English

Takes a scenario based approach with VSTS and TFS to effectively enhance team capabilities

Название: Python for Programmers: with Big Data and Artificial Intelligence Case Studies
Автор: Paul J. Deitel, Harvey Deitel
Издательство: Pearson Higher Ed
Год: 2019
Формат: True PDF
Страниц: 635
Размер: 22.8 Mb
Язык: English

The professional programmer’s Deitel guide to Pythonwith introductory artificial intelligence case studies
Written for programmers with a background in another high-level language, this book uses hands-on instruction to teach today’s most compelling, leading-edge computing technologies and programming in Python–one of the world’s most popular and fastest-growing languages. Please read the Table of Contents diagram inside the front cover and the Preface for more details.

Название: Supercharged Python: Take Your Code to the Next Level First Edition
Автор: Brian Overland, John Bennett
Издательство: Addison-Wesley Professional
Год: 2019
Формат: true pdf/epub
Страниц: 672
Размер: 44.7 Mb
Язык: English

Tapping into the full power of Python doesn’t have to be difficult. Supercharged Python is written for people who’ve learned the fundamentals of the language but want to take their skills to the next level.
After a quick review of Python, the book covers: advanced list and string techniques; all the ways to handle text and binary files; financial applications; advanced techniques for writing classes; generators and decorators; and how to master packages such as Numpy (Numeric Python) to supercharge your applications!

Название: Framework Design Guidelines: Conventions, Idioms, and Patterns for Reusable .NET Libraries, 3rd Edition (Rough Cuts)
Автор: Krzysztof Cwalina, Brad Abrams
Издательство: Pearson
Год: 2020
Страниц: 624
Язык: английский
Формат: epub
Размер: 10.1 MB

Framework Design Guidelines has long been the definitive guide to best practices for developing components and component libraries in Microsoft .NET. Now, this third edition has been fully revised to reflect game-changing API design innovations introduced by Microsoft through seven recent updates to C#, eight updates to .NET Framework, and the emergence and evolution of .NET Core.

Название: Agile Leadership Toolkit: Learning to Thrive with Self-Managing Teams (Final Release)
Автор: Peter Koning
Издательство: Pearson Education, Inc.
Серия: The Professional Scrum Series
Год: 2019
Страниц: 240
Язык: английский
Формат: pdf (true), epub
Размер: 10,8 MB

Practical, Proven Tools for Leading and Empowering High-Performing Agile Teams. A leader is like a farmer, who doesn’t grow crops by pulling them but instead creates the perfect environment for the crops to grow and thrive. If you lead in organizations that have adopted agile methods, you know it’s crucial to create the right environment for your agile teams. Traditional tools such as Gantt charts, detailed plans, and internal KPIs aren’t adequate for complex and fast-changing markets, but merely trusting employees and teams to self-manage is insufficient as well.

Название: Generative Adversarial Networks with Python
Автор: Jason Brownlee
Издательство: Jason Brownlee
Год: 2019
Формат: PDF
Страниц: 654
Размер: 11,2 Mb
Язык: English

The study of Generative Adversarial Networks (GANs) is new, just a few years old. Yet, in just a few years GANs have achieved results so remarkable that they have become the state-of-the-art in generative modeling. The field is so new that there are no good theories on how to implement and configure the models. All advice for applying GAN models is based on hard-earned empirical findings, the same as any nascent field of study. This makes it both exciting and frustrating.

Название: Elements of Clojure
Автор: Zachary Tellman
Издательство: Leanpub
Год: 2019
Страниц: 121
Язык: английский
Формат: pdf (true), djvu
Размер: 11.1 MB

This book tries to put words to what most experienced programmers already know. It provides a framework for making better design choices, and a vocabulary for teams to discuss the software they collaborate on. To write software, we must learn where to draw boundaries. Good software is built through effective indirection. We seem to have decided that this skill can only be learned through practice; it cannot be taught, except by example. Our decisions may improve with time, but not our ability to explain them.

Название: Thinking in Redux: An Opinionted Guide to Patterns, Techniques, and Conventions for using Redux
Автор: Nir Kaufman
Издательство: Leanpub
Год: 2018
Язык: английский
Формат: pdf (true), djvu
Размер: 10.1 MB

Redux is more than just another state management library for jаvascript; it is a set of tools that help us implement a lean version of a frontend-oriented messaging system. If you are building a single page application with a lot of asynchronous operations that constantly change the state, you should consider adopting Redux as a solution. This book is an opinionated guide to Redux that focuses on design patterns, conventions, and practices. While some parts of the book describe known and accepted conventions, other parts are based on my own experience and personal perspective.