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 Название: The Hundred-Page Machine Learning Book
Автор: Andriy Burkov
Издательство: Andriy Burkov
Год: 2019
Страниц: 161
Язык: английский
Формат: True PDF, ePub
Размер: 40.3 MB
Everything you really need to know in Machine Learning in a hundred pages.
Let’s start by telling the truth: machines don’t learn. What a typical “learning machine” does, is finding a mathematical formula, which, when applied to a collection of inputs (called “training data”), produces the desired outputs. This mathematical formula also generates the correct outputs for most other inputs (distinct from the training data) on the condition that those inputs come from the same or a similar statistical distribution as the one the training data was drawn from. | |
Разместил: Ingvar16 6-07-2020, 20:52 | Комментарии: 0 | Подробнее
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 Название: Agile: Essentials of Team and Project Management. Manifesto for Agile Software Development
Автор: Alex Campbell
Издательство: Independently published
Год: 2020
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB
Leading an Agile team calls for unexpected changes and typical project management tactics. You simply can't approach an Agile Project with the same mentality as you usually use. Agile teams are self-organized, self-directing, and lack a hierarchical structure that often defines project management. But even with the lack of common elements, you can be a team leader and guide your project to success. Even if you're not familiar with coding or software development, understanding the Agile manifesto, and the basics of Agile project management, you can be a valued part of the team. | |
Разместил: Ingvar16 6-07-2020, 19:54 | Комментарии: 0 | Подробнее
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 Название: Software Engineering: Principles and Practices
Автор: Rajesh Narang
Издательство: McGraw Hill Education
Год: 2015
Формат: PDF
Размер: 11 Мб
Язык: английский / English
Taking care of all basics of syllabi and subject, this book on Software Engineering covers right from the fundamentals of the subject till industry oriented topics like Project Management, Change Management, Strategic Control and Hosting Model. All across the book, the content is kept in sync with latest trends like Social-Mobile-Analytics-Cloud (SMAC). | |
Разместил: black 6-07-2020, 18:51 | Комментарии: 0 | Подробнее
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 Название: Django for APIs: Build web APIs with Python and Django
Автор: William S. Vincent
Издательство: Leanpub
Год: 2020
Формат: PDF, EPUB
Страниц: 179
Размер: 15,2 Mb
Язык: English
Learn how to build web APIs with Python and Django 3.0.
Take a modern API-first approach to creating 3 different Django back-ends: a Library API, Todo API, and a Blog API with user authentication, permissions, proper documentation, and more. You'll even learn how to connect them to a React front-end for a truly full-stack web application. | |
Разместил: vitvikvas 6-07-2020, 18:02 | Комментарии: 0 | Подробнее
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 Название: Genetic Algorithms with Python
Автор: Clinton Sheppard
Издательство: Leanpub
Год: 2019
Формат: PDF
Страниц: 297
Размер: 10 Mb
Язык: English
Genetic algorithms are one of the tools you can use to apply machine learning to finding good, sometimes even optimal, solutions to problems that have billions of potential solutions. This book gives you experience making genetic algorithms work for you, using easy-to-follow example problems that you can fall back upon when learning to use other machine learning tools and techniques. Each chapter is a step-by-step tutorial that helps to build your skills at using genetic algorithms to solve problems. | |
Разместил: vitvikvas 6-07-2020, 17:48 | Комментарии: 0 | Подробнее
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 Название: The Kubernetes Book
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2020-02-19
Формат: PDF, EPUB, MOBI
Страниц: 163
Размер: 24 Mb
Язык: English
Containers are here and resistance is futile! Now that people are getting their heads around Docker, they need an orchestration platform to help them manage their containerized apps. Kubernetes has emerged as one of the hottest and most important container orchestration platforms in the world. This book gets you up to speed fast! | |
Разместил: vitvikvas 6-07-2020, 17:32 | Комментарии: 0 | Подробнее
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 Название: The Python Master
Автор: Austin Bingham, Robert Smallshire
Издательство: Lean Publishing
Год: 2020-04-24
Формат: PDF, EPUB, MOBI
Страниц: 209
Размер: 10 Mb
Язык: English
The Python Master is the culmination of our trilogy covering the core Python language. The material in these books is derived from Sixty North's popular and battle-tested training courses which have led thousands of programmers on a journey to being productive with Python.
Our books, which use Python 3, follow a spiral curriculum: We introduce topics gently and then revisit them on multiple occasions to add the depth required to support your progression as a Python developer. We've worked hard to structure the syllabus to avoid forward references. On only a few occasions do we require you to accept techniques on trust, before explaining them later; where we do, it's to deliberately establish good habits. | |
Разместил: vitvikvas 6-07-2020, 16:44 | Комментарии: 0 | Подробнее
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 Название: The Python Apprentice
Автор: Austin Bingham, Robert Smallshire
Издательство: Lean Publishing
Год: 2020-04-05
Формат: PDF
Страниц: 354
Размер: 17 Mb
Язык: English
The Python Apprentice together with The Python Journeyman and The Python Master comprise a trilogy of books on the Python programming language and the Python Standard Library. The material in these books is derived from Sixty North's popular and battle-tested training courses which have led thousands of programmers on a journey to being productive with Python.
Our books, which use Python 3, follow a spiral curriculum: We introduce topics gently and then revisit them on multiple occasions to add the depth required to support your progression as a Python developer. We've worked hard to structure the syllabus to avoid forward references. On only a few occasions do we require you to accept techniques on trust, before explaining them later; where we do, it's to deliberately establish good habits. | |
Разместил: vitvikvas 6-07-2020, 16:44 | Комментарии: 0 | Подробнее
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 Название: The Python Journeyman
Автор: Austin Bingham, Robert Smallshire
Издательство: Lean Publishing
Год: 2020-06-05
Формат: PDF, EPUB, MOBI
Страниц: 425
Размер: 17 Mb
Язык: English
The Python Journeyman is the second book in our trilogy covering the core Python language. The material in these books is derived from Sixty North's popular and battle-tested training courses which have led thousands of programmers on a journey to being productive with Python.
Our books, which use Python 3, follow a spiral curriculum: We introduce topics gently and then revisit them on multiple occasions to add the depth required to support your progression as a Python developer. We've worked hard to structure the syllabus to avoid forward references. On only a few occasions do we require you to accept techniques on trust, before explaining them later; where we do, it's to deliberately establish good habits. | |
Разместил: vitvikvas 6-07-2020, 16:44 | Комментарии: 0 | Подробнее
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 Название: Composing Software: An Exploration of Functional Programming and Object Composition in jаvascript
Автор: Eric Elliott
Издательство: Leanpub
Год: 2020-05-05
Формат: PDF, EPUB, MOBI
Страниц: 238
Размер: 10 Mb
Язык: English
All software design is composition: the act of breaking complex problems down into smaller problems and composing those solutions. Most developers have a limited understanding of compositional techniques. It's time for that to change.In "Composing Software", Eric Elliott shares the fundamentals of composition, including both function composition and object composition, and explores them in the context of jаvascript. The book covers the foundations of both functional programming and object oriented programming to help the reader better understand how to build and structure complex applications using simple building blocks.You'll learn:Functional programmingObject compositionHow to work with composite data structuresClosuresHigher order functionsFunctors (e.g., array.map)Monads (e.g., promises)TransducersLensesAll of this in the context of jаvascript, the most used programming language in the world. But the learning doesn't stop at jаvascript. You'll be able to apply these lessons to any language. This book is about the timeless principles of software composition and its lessons will outlast the hot languages and frameworks of today. Unlike most programming books, this one may still be relevant 20 years from now.This book began life as a popular blog post series that attracted hundreds of thousands of readers and influenced the way software is built at many high growth tech startups and fortune 500 companies. | |
Разместил: vitvikvas 6-07-2020, 16:04 | Комментарии: 0 | Подробнее
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