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Название: Machine Learning for Beginners: Learn to Build Machine Learning Systems Using Python
Автор: Harsh Bhasin
Издательство: BPB Publications
Год: 2020
Страниц: 230
Язык: английский
Формат: pdf
Размер: 10.1 MB

Get familiar with various Supervised, Unsupervised and Reinforcement learning algorithms. This book covers important concepts and topics in Machine Learning. It begins with Data Cleansing and presents an overview of Feature Selection. It then talks about training and testing, cross-validation, and Feature Selection. The book covers algorithms and implementations of the most common Feature Selection Techniques. The book then focuses on Linear Regression and Gradient Descent. Some of the important Classification techniques such as K-nearest neighbors, logistic regression, Naïve Bayesian, and Linear Discriminant Analysis are covered in the book.

Название: Artificial Intelligence and Expert Systems
Автор: I. Gupta, G. Nagpal
Издательство: Mercury Learning and Information
Год: 2020
Страниц: 424
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book is designed to identify some of the current applications and techniques of artificial intelligence as an aid to solving problems and accomplishing tasks. It provides a general introduction to the various branches of AI which include formal logic, reasoning, knowledge engineering, expert systems, neural networks, and fuzzy logic, etc. The book has been structured into five parts with an emphasis on expert systems: problems and state space search, knowledge engineering, neural networks, fuzzy logic, and Prolog.

Название: Modeling & Simulation: A Study in Unity
Автор: Holger Findling
Издательство: Findling
Год: 2020
Страниц: 290
Язык: английский
Формат: pdf (true)
Размер: 35.9 MB

The book is intended for anyone interested in modeling and simulation using the Unity Game engine. The book does not focus on any specific game development, but introduces the reader to all concepts required to develop simulation projects. Numerous examples of C# scripting and shader developments are provided with detailed explanations. Examples include character development, state machines and animation, basic AI features using Navigation Meshes, Terrain and Texture design. The reader should be able to design and develop their own 3D games after understanding these design features. The book assumes the reader has an understanding of basic programming skills, but no further experience with C# programming of scripting languages. Prior experience in programming Unity is not required.

Название: Hands-on Data Analysis and Visualization with Pandas: Engineer, Analyse and Visualize Data, Using Powerful Python Libraries
Автор: Purna Chander Rao. Kathula
Издательство: BPB Publications
Год: 2020
Страниц: 411
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Learn how to use JupyterLab, Numpy, Pandas, Scipy, Matplotlib, and Seaborn for Data science. The book will start with quick introductions to Python and its ecosystem libraries for data science such as JupyterLab, Numpy, Pandas, SciPy, Matplotlib, and Seaborn. This book will help in learning Python data structures and essential concepts such as Functions, Lambdas, List comprehensions, Datetime objects, etc. required for data engineering. It also covers an in-depth understanding of Python data science packages where JupyterLab used as an IDE for writing, documenting, and executing the python code, Numpy used for computation of numerical operations, Pandas for cleaning and reorganizing the data, handling large datasets and merging the dataframes to get meaningful insights.

Название: Python и наука о данных для чайников, 2-е издание
Автор: Джон Пол Мюллер, Лука Массарон
Издательство: Диалектика
Год: 2020
Страниц: 514
Язык: русский
Формат: djvu
Размер: 31.9 MB

Наука о данных — это вовсе не страшно! Изучите программирование на языке Python для анализа данных и статистики. Пишите код в облаке, используя Google Colab. Обменивайтесь данными и визуализируйте информацию. Интересуетесь наукой о данных, но немного побаиваетесь? Не нужно! Эта книга покажет, как использовать язык Python для создания интересных вещей с помощью науки о данных. Вы увидите, как установить набор инструментов Anaconda, благодаря которому работа с Python станет очень простой. Здесь вы откроете для себя инструмент Google Colab, позволяющий писать код в облаке с помощью обычного планшета. Вы узнаете, как выполнять все виды вычислений, используя последнюю версию языка Python.

Название: Angular 9: by Example 2020, 5th Edition
Автор: John Kocer, Mike Kocer
Издательство: Kocer Production
Год: 2020
Страниц: 465
Язык: английский
Формат: pdf, azw3, epub
Размер: 13.7 MB

Angular 9.x present a fast jump start for developers who wants to create modern web application with latest web technologies using Angular. We will create Angular SPA with Web APIs (REST) responsive design Simple Employee CRUD web application and Angular multi component Product Sale and Payment Processing Web Application. We also have fully functional Employee Angular Database Web application. We learn best tools for verifying and testing Application APIs. If you want to learn Angular, then you will need to know jаvascript. However, you don’t have to be a jаvascript expert. When compared to many other programming languages, such as C#, C++ and Java, jаvascript is very easy to pick-up and use it.

Название: Win32: Основы программирования
Автор: Финогенов К.Г.
Издательство: М.: Диалог-МИФИ
Год: 2006 - 2-е изд., испр. и дополн.
Cтраниц: 416
Формат: pdf
Размер: 44 мб
Язык: русский

Книга является простым и доступным для широкого круга читателей пособием по разработке 32-разрядных программ для систем Windows на языке C++. Рассмотрены основные особенности архитектуры защищенного режима процессоров Intel, дано введение в язык C++, описаны принципы составления прикладных программ для Windows.

Название: Foundation Dynamic Web Pages with Python: Create Dynamic Web Pages with Django and Flask
Автор: David Ashley
Издательство: Apress
Год: 2020
Страниц: 224
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Discover the concepts of creating dynamic web pages (HTML) with Python. This book reviews several methods available to serve up dynamic HTML including CGI, SSI, Django, and Flask.

Название: Data Reduction and Analysis
Автор: U. S. Raghavender
Издательство: Arcler Press
Год: 2019
Формат: PDF
Страниц: 280
Размер: 10,42 МБ
Язык: English

Data Reduction and Analysis examines various aspects of data analysis including brief overview of data environment. It starts with establishing a clear picture of statistics to data science with Python and R. It comprise concepts of data analysis and error analysis. Provides the reader with insights into the reduction and analysis of data in order to develop a deep understanding of given data. Additionally, includes appendices on SciPy for Statistics, Statistical Testing, and Pandas.

Название: Learn How to Code Lua programming: The Beginners Guide to Code Lua programming
Автор: Pagebuzzes Publications
Издательство: Pagebuzzes Publications
Год: 2020
Страниц: 144
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

Lua is an extension programming language designed to support general procedural programming with data description facilities and I wish you get this explanation. Depending on necessity it also offers good support for object-oriented programming, func- tional programming, and data-driven programming this gives you best idea of all. And by with utmost consideration of clarity in this lua is intended to be used as a powerful, light-weight configuration language for any program that needs one and likely the act of utmost plausible task. And by with utmost consideration of clarity in this lua is implemented as a library, written in clean C (that is, in the common subset of ANSI C and C++).