Название: Statistics Crash Course for Beginners: Theory and Applications of Frequentist and Bayesian Statistics Using Python
Автор: AI Publishing
Издательство: AI Publishing
Год: 2020
Страниц: 329
Язык: английский
Формат: pdf (true), epub
Размер: 18.3 MB

A beginner-friendly crash course to statistics utilizing Python with an eye to preparing students for further study in Machine Learning. Data and statistics are the core subjects of Machine Learning (ML). The reality is that the average programmer may be tempted to view statistics with disinterest. But if you want to exploit the incredible power of ML, you need a thorough understanding of statistics. The reason is that a machine learning professional develops intelligent and fast algorithms that learn from data. This Statistics Crash Course for Beginners presents you with an easy way of learning statistics fast.

Название: MATLAB Statistics and Machine Learning Toolbox User’s Guide (R2021a)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: 2021
Страниц: 9326
Язык: английский
Формат: pdf (true)
Размер: 44.5 MB

Statistics and Machine Learning Toolbox provides functions and apps to describe, analyze, and model data. You can use descriptive statistics, visualizations, and clustering for exploratory data analysis, fit probability distributions to data, generate random numbers for Monte Carlo simulations, and perform hypothesis tests. Regression and classification algorithms let you draw inferences from data and build predictive models either interactively, using the Classification and Regression Learner apps, or programmatically, using AutoML.

Название: MATLAB Deep Learning Toolbox User's Guide (R2021a)
Автор: Beale M.H., Hagan M.T., Demuth H.B.
Издательство: The MathWorks, Inc.
Год: 2021
Страниц: 3012
Язык: английский
Формат: pdf (true)
Размер: 75.7 MB

Deep Learning (DL) is a branch of Machine Learning (ML) that teaches computers to do what comes naturally to humans: learn from experience. Machine learning algorithms use computational methods to “learn” information directly from data without relying on a predetermined equation as a model. Deep Learning is especially suited for image recognition, which is important for solving problems such as facial recognition, motion detection, and many advanced driver assistance technologies such as autonomous driving, lane detection, pedestrian detection, and autonomous parking.

Название: Improving the Quality of ABAP Code: Striving for Perfection
Автор: Paul David Hardy
Издательство: Apress
Год: 2021
Страниц: 526
Язык: английский
Формат: pdf (true), epub
Размер: 15.5 MB

Gain an in-depth understanding of the large number of common problems found in ABAP programs and have a robust methodology for fixing problems when you find them. This book also shows you how to prevent them from occurring in new programs. A large chunk of the world’s biggest organizations use SAP software and virtually all of them have very large amounts of custom code. However, a lot of that custom code is not as good as it could be. In this book we look at why object-oriented programming is the basic building block for improved program quality and at the test-driven development that this enables. We cover the three pillars of clarity, stability, and high performance on which a high-quality ABAP program stands. You will then move on to the user interface, which needs its own set of standards for high quality.

Название: Beginning Entity Framework Core 5: From Novice to Professional
Автор: Eric Vogel
Издательство: Apress
Год: 2021
Страниц: 311
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Use the code-driven approach of Entity Framework Core 5 to build a functional web application that accesses a database on the backend server. This book covers the common use cases of Entity Framework that a developer needs to master in order to begin building applications that run against a database. Throughout the book you will be shown how to use Entity Framework Core 5 by implementing a simple ASP.NET Core Razor Pages line-of-business application. This example application will be similar to those you might write yourself and deploy to your users on a web or intranet site via a browser.

Название: Vue.js Advanced Concepts
Автор: Eric Sarrion
Издательство: Independently published
Год: 2021
Страниц: 460
Язык: английский
Формат: pdf, epub
Размер: 20.7 MB

Lots of books deal with Vue.js, but in our opinion too superficial. Business projects are often complex projects, which require a technical environment with databases, external or internal APIs, etc. Vue.js allows you to approach these areas, sometimes by coupling it with other libraries such as Axios to communicate in Ajax with a server, or Vuex to centralize the state of the application. Also, in order to build more robust and maintainable projects, Vue.js can extend by creating new features such as components, directives and filters. All these new features, and more, are studied in the following pages, certainly in depth, but above all gradually in order to allow you to carry out complete projects.

Название: Terraform инфраструктура на уровне кода
Автор: Брикман Е.
Издательство: Питер
ISBN: 978-5-4461-1590-7
Год: 2020
Формат: EPUB/RTF/PDF
Страниц: 368
Размер: 19.8 MB
Язык: Русский

Terraform является настоящей звездой в мире DevOps. Это технология, позволяющая конфигурировать, запускать и управлять облачной инфраструктурой. «Инфраструктура как код» (IaC) позволяет оптимально использовать виртуализированные платформы таких технологических гигантов, как AWS, Google Cloud, Azure и другие.
Евгений Брикман приводит простотые и лаконичные примеры кода, который используется в Terraform для развертывания инфраструктуры и управления ею. Бывалые сисадмины, DevOps-инженеры и разработчики-новички быстро перейдут от основ Terraform к работе с полным стеком, способным поддерживать большие объемы трафика и гарантируют стабильные условия для работы большой команды специалистов.

Название: Artificial Intelligence: The Complete Beginners' Guide to Artificial Intelligence
Автор: Roman Shirkin
Издательство: Independently published
Год: 2020
Страниц: 107
Язык: английский
Формат: pdf, azw, epub
Размер: 10.1 MB

If you are searching for resources to start studying Artificial Intelligence (AI) then you are in the right place. The author discusses all the things step by step in this short and cheap textbook for beginners. Artificial Intelligence is one of the most important breakthroughs in today's world. Experts from various industries study its capabilities and discover new methods of its application. If you want to know about AI, so this book is the perfect one to start. Machine learning is a very important field in artificial intelligence. This has been discussed in detail. You will also learn how to implement various machine learning algorithms in Python programming language.

Название: The Ultimate Data and AI Guide: 150 FAQs About Artificial Intelligence, Machine Learning and Data
Автор: Alexander Thamm, Michael Gramlich, Dr. Alexander Borek
Издательство: Data AI Press
Год: 2020
Страниц: 401
Язык: английский
Формат: pdf, epub
Размер: 20.6 MB

Everything you need to know about data and AI. Are you lost in the buzzword jungle around artificial intelligence, machine learning and big data? This book is here to help. The Ultimate Data and AI Guide provides you with a complete overview and solid understanding of the most important concepts around data, machine learning and AI. It is the result of our work as data practitioners implementing and consulting on 500+ data projects at 100+ companies. Everything you need to know simply explained and organized into 150 FAQs that allow you to navigate the buzzword jungle at ease.

Название: Java in easy steps, 7th Edition
Автор: Mike McGrath
Издательство: In Easy Steps Limited
Год: 2019
Страниц: 356
Язык: английский
Формат: epub
Размер: 15.3 MB

Java in easy steps, 7th edition instructs you how to easily create your own Java programs. The book contains separate chapters on the major features of the Java language. Complete example programs with colourized code illustrate each important aspect of Java programming – all in easy steps. This book assumes no previous knowledge of any programming language so it's ideal for the newcomer to computer programming. Each chapter builds your knowledge of Java. By the end of this book you will have gained a sound understanding of the Java language and be able to write your own Java programs and compile them into executable files that can be run on any Java-enabled device.