Название: Supervised Machine Learning: Optimization Framework and Applications with SAS and R
Автор: Tanya Kolosova, Samuel Berestizhevsky
Издательство: Chapman and Hall/CRC
Год: 2021
Формат: PDF, EPUB
Страниц: 176
Размер: 10 Mb
Язык: English

AI framework intended to solve a problem of bias-variance tradeoff for supervised learning methods in real-life applications. The AI framework comprises of bootstrapping to create multiple training and testing data sets with various characteristics, design and analysis of statistical experiments to identify optimal feature subsets and optimal hyper-parameters for ML methods, data contamination to test for the robustness of the classifiers.

Название: Data Abstraction & Problem Solving with C++: Walls and Mirrors (7th Edition)
Автор: Frank M. Carrano, Timothy M. Henry
Издательство: Pearson
Год: 2016
Формат: True PDF
Страниц: 838
Размер: 11.2 Mb
Язык: English

Concepts of Data Abstraction and Manipulation for C++ Programmers
The Seventh Edition of Data Abstraction & Problem Solving with C++: Walls and Mirrors introduces fundamental computer science concepts related to the study of data structures. The text Explores problem solving and the efficient access and manipulation of data and is intended for readers who already have a basic understanding of C++.

Название: Practical C
Автор: Giulio Zambon
Издательство: Apress
Год: 2016
Формат: PDF
Страниц: 488
Размер: 10 Mb
Язык: English

Learn practical C techniques, including often-needed algorithms within reusable functions. In this book, you'll have the following code and advice at your fingertips: layout and pre-processors; control structures, iterations, and selections; pointers and structures; databases; reusability; lists, arrays, FIFO and stacks; searching and sorting; recursion; binary trees; integration; string utilities in/outside of C; web serving using Mongoose; game application code to build a MathSearch puzzle; and embedded software.

Название: Python: 2 Books in 1: Dive into Data Science and Learn how to master Python Programming and other Coding Languages in use today
Автор: Steve Geddis
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 238
Язык: английский
Формат: pdf, epub
Размер: 13.03 MB

Python programming has become a must-learn skill in the Data Science domain. It has evolved as the most preferred programming language for data-driven development because it is suitable for many data science tasks and is easy to learn compared to other programming languages. In short, Python is the closest programming language to fit the goal of a beginner and a great starting place. However, Python is not the silver bullet for all problems. It certainly fits good for many purposes but it less fits for others. Being a good programmer means knowing that no single language can tackle every task.

Название: Beginning JSP, JSF and Tomcat: Java Web Development
автор: Giulio Zambon
Издательство: Apress
Страниц: 426
Год: 2012
Формат: PDF, EPUB
Размер: 19,7 MB
Язык: English

Start building Java–based web applications now, even if you’re a complete newcomer to Java. Comprehensive and example–driven, Beginning JSP, JSF, and Tomcat: Java Web Development, Second Edition is all you need to develop dynamic Java-based web applications using JSP, connect to databases with JSF, and put them into action using the world’s most popular open source Java web server, Apache Tomcat.

Название: Java: The Ultimate Beginners Guide to Java Programming
Автор: Steve Tale
Издательство: CreateSpace Independent Publishing Platform
Год: 2016
Страниц: 122
Формат: PDF
Размер: 11,1 Mb
Язык: English

More than anything, what you have to understand about Java is that it is a general purpose, object-oriented programming language
- which means that it is easier to understand than other programming languages. It was designed primarily so that software developers could just code their programs once, and allow those programs run anywhere, or at least, in most platforms, as long as those platforms allow Java code to run in them.
Java primarily uses some of the same elements that C+ and C++ use, but transforms them into much simple, easy to understand versions that could also be modified depending on the developer’s preferences.

Название: Java 4 Selenium WebDriver. Part 2
Автор: Rex Allen Jones II
Издательство: CreateSpace Independent Publishing Platform
Страниц: 150
Год: 2016
Формат: PDF, EPUB
Размер: 12,1 MB
Язык: English

Do you wonder how much programming is required for an automation project? The truth is “testers only require a portion of programming” to be effective on a project. Part 2 – Java 4 Selenium WebDriver provides the core set of Java that is needed for an automation project in a step-by-step approach. Necessary Java concepts are explained in a very simple, insightful, and easy to understand manner through straightforward definitions and examples.

Название: Shortcut To Seniority
Автор: Robert Badea
Издательство: Bucuresti
Год: 2020
Формат: PDF
Страниц: 543
Размер: 29 Mb
Язык: English

Most (or all) books teach you about one specific subject. I'm not here to do that. I'm here to show you what programming actually means, with good things and bad things, with happiness when the code compiles, to wanting to throw the laptop over the window after 10 hours of debugging and not figuring it out. It's all part of the process. During my transition from a junior to a senior developer, I've noticed that there's so much information out there - which is great. The problem is, it's too much to filter the good one from the bad one. You probably don't know where to start, you're not sure what to read, you don't know if a post/video/book/course is relevant to you, and so on. Maybe you don't even know whether you want to write web apps or games. How can you make the right decision for you unless you know all your options?

Название: Data Science. Наука о данных с нуля
Автор: Джоэл Грас
Издательство: БХВ
Год: 2021
Формат: PDF
Страниц: 418
Размер: 24,8 Mb
Язык: Русский

Книга позволяет изучить науку о данных (Data Science) и применить полученные знания на практике. Она содержит краткий курс языка Python, элементы линейной алгебры, статистики, теории вероятностей, методов обработки данных. Приведены основы машинного обучения. Описаны алгоритмы k ближайших соседей, наивной байесовой классификации, линейной и логистической регрессии, а также модели на основе деревьев принятия решений, нейронных сетей и кластеризации.

Название: Beginner C#: Your Practical Guide to Managing Data with Basic C#
Автор: Matthew Dewey
Издательство: Amazon.com Services LLC
Год: 2020
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

C# is one of the world's most popular programming languages. Being used to create many useful programs and enjoyable video games, C# has a variety of many more uses. It is no wonder that so many students today are studying this incredible language. With that said, C# presents many challenges for the beginner programmer. It isn’t an easy language to learn in the beginning, but that’s where this guide comes in handy! I will help you build a foundation of C# programming, coupled with many exercises which will test what you learn.