Название: Statistical Modeling in Machine Learning: Concepts and Applications
Автор: Tilottama Goswami, G.R. Sinha
Издательство: Academic Press, Elsevier
Год: 2023
Страниц: 398
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Statistical Modeling in Machine Learning: Concepts and Applications presents the basic concepts and roles of statistics, exploratory data analysis and Machine Learning. The various aspects of Machine Learning (ML) are discussed along with basics of statistics. Concepts are presented with simple examples and graphical representation for better understanding of techniques. This book takes a holistic approach – putting key concepts together with an in-depth treatise on multi-disciplinary applications of Machine Learning. New case studies and research problem statements are discussed, which will help researchers in their application areas based on the concepts of statistics and Machine Learning. The knowledge of statistics is considered as prerequisite for in-depth understanding of Machine Learning. The existing books on statistics most of the time cater to readers from mathematics and statistics backgrounds. This book will be useful to statisticians, programmers, Machine Learning practitioners, and all those who apply Machine Learning to the benefit of innovating and automating to solve various Machine Learning tasks such as classification, predictive analytics, regression, clustering, recommending, etc.

Название: Delphi 7 для профессионалов
Автор: Кэнту М.
Издательство: Питер
Год: 2004
Cтраниц: 1076
Формат: djvu
Размер: 11 мб
Язык: русский

Среда Delphi была и до сих пор является наилучшим сочетанием объектно-ориентированного и визуального программирования не только для Windows, но теперь уже и для Linux, а в ближайшем будущем — и для .NET. В этой книге автор попытался практически полностью исключить справочный материал, сконцентрировавшись на технологиях эффективного использования Delphi.

Название: Exploring Modeling with Data and Differential Equations Using R
Автор: John Zobitz
Издательство: CRC Press
Год: 2023
Страниц: 379
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Exploring Modeling with Data and Differential Equations Using R provides a unique introduction to differential equations with applications to the biological and other natural sciences. Additionally, model parameterization and simulation of stochastic differential equations are explored, providing additional tools for model analysis and evaluation. This unified framework sits "at the intersection" of different mathematical subject areas, Data Science, statistics, and the natural sciences. The text throughout emphasizes data science workflows using the R statistical software program and the tidyverse constellation of packages. Only knowledge of calculus is needed; the text’s integrated framework is a stepping stone for further advanced study in mathematics or as a comprehensive introduction to modeling for quantitative natural scientists. The primary tools we will use to analyze models for this book are R and RStudio.

Название: Docker for Web Developers: A concise, practical, and easy-to-follow guide
Автор: Craig Buckler
Издательство: Leanpub
Год: 2021-01-07 (v1.2.0)
Страниц: 202
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Docker will revolutionize your web projects no matter what OS you use. This book shows recipes for installing and managing all the software dependencies you need, such as servers, languages, databases, content management systems, and more. How long does it take you to install web development dependencies? A typical WordPress installation requires Apache, PHP, MySQL, and the application itself. Can those be installed on your OS? Are they identical across all platforms? With a single command, Docker can have them all running on Windows, macOS, or Linux in minutes. That environment can be transferred to another developer, device, or OS - it will work identically.

Название: Supervised Machine Learning - Linear Regression
Автор: Shefali Nayak
Издательство: Leanpub
Год: 2022-09-10
Страниц: 92
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

The book is intended to get you acquainted with the world of Supervised Machine Learning and does not assume previous knowledge of the field. The commonly leveraged Linear Regression technique used to provide predictions that are continuous in nature is detailed in the book. Sample Python code included! If you are not familiar with Machine Learning or want a refresher course that covers everything you ever needed to know to get hands-on with Linear Regression, this is the go-to book for you. Graphical representations and numerous examples have been leveraged to enable effective learning and retention of the concepts read in the book.

Название: The Kubernetes Book (2022 Edition)
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2022-01-19
Страниц: 294
Язык: английский
Формат: pdf (true), epub
Размер: 29.1 MB

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! Kubernetes is an application orchestrator. For the most part, it orchestrates containerized cloud-native microservices apps. How about that for a sentence full of buzzwords! You’ll come across these terms a lot, so let’s take a minute to explain what each of them means. What is an orchestrator An orchestrator is a system that deploys and manages applications. It can deploy your applications and dynamically respond to changes.

Название: Quick Start Kubernetes (2022 Edition)
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2022-01-19
Страниц: 101
Язык: английский
Формат: pdf (true), epub
Размер: 35.1 MB

Demystify Kubernetes, the architecture and how to deploy apps. Brought to you by best-selling author and global training guru Nigel Poulton, Quick Start Kubernetes is the fastest way to wrap your head around Kubernetes and get your hands-on deploying a simple app. When you've finished the book, you'll be ready to rock-and-roll with Kubernetes. Do you need to figure out what Kubernetes is all about? Do you like learning through hands-on? If yes, this is the book for you... I wrote the book for anyone and everyone that needs to get up-to-speed with the fundamentals of Kubernetes and likes to learn by doing. The entire book, theory and labs, have been hand-crafted over many years so that technical and non-technical readers will benefit equally. So, whether you work in marketing, management, architecture, or one of the many hands-on roles, you’re going to love the book.

Название: Computational Intelligence of Blockchain Systems
Автор: Ch. Rupa, MD. Sirajuddin
Издательство: Nova Science Publishers, Inc.
Серия: Computer Science, Technology and Applications
Год: 2022
Страниц: 114
Язык: английский
Формат: pdf (true)
Размер: 14.1 MB

This book, entitled Computational Intelligence of Blockchain Systems, emphasizes concepts of Computational Intelligence (CI) and blockchain-based applications. It also presents a detailed discussion on the incorporation of blockchain technology and Computational Intelligence in implementing smart real-time applications. Furthermore, this book examines the convergence of blockchain and Computational Intelligence from a research perspective that helps students/research scholars to carry out their research in this direction. Computational Intelligence comes under Computer Science umbrella which under pins a separate research area named as Artificial Intelligence (AI) where Computational Intelligence is a subbranch of it.

Название: Дизайн для фронтендеров
Автор: Коллектив
Издательство: HTML Academy
Год: 2022
Формат: Html
Страниц: много
Размер: 143 Mb
Язык: Русский

Разработчику важно понимать принципы дизайна интерфейсов и пользовательского опыта — так вы сможете при необходимости самостоятельно вносить корректировки в макеты, чтобы улучшить качество продукта и ускорить его разработку.

Название: A Geographer's Guide to Computing Fundamentals: Python in ArcGIS Pro
Автор: Jamison Conley
Издательство: CRC Press
Год: 2022
Страниц: 263
Язык: английский
Формат: pdf (true), epub
Размер: 51.4 MB

This upper-undergraduate textbook teaches students programming in GIS using a mix of computer science theory and hands-on activities, with the aim of empowering students to understand fundamentals and apply their knowledge beyond the specific examples in the book. Each of the book’s twenty-one chapters integrates instructional material with exercises in ArcGIS Pro. In doing so, this book combines the strengths of workbooks and theoretical textbooks to provide a holistic and comprehensive text. Each chapter concludes with an unguided task that ensures students have learned the broader principles explained therein. In addition to its unique format, the book covers oft-neglected topics such as debugging, creating a program from scratch, and managing metadata. There are 21 chapters organized into 4 parts. Section I starts with the principles of scripting and programming with Python. Section II introduces the ArcPy module and elements specific to ArcGIS Pro. This section focuses on data structures, and how they are used and implemented within Python.