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 Название: Data Analysis with Python: Introducing NumPy, Pandas, Matplotlib, and Essential Elements of Python Programming
Автор: Rituraj Dixit
Издательство: BPB Online
Год: 2023
Формат: True ePUB
Страниц: 276
Размер: 10 Mb
Язык: English
In an effort to provide content for beginners, the book ‘Data Analysis with Python’ provides a concrete first step in learning data analysis. Written by a data professional with decades of experience, this book provides a solid foundation in data analysis and numerous data science processes. In doing so, readers become familiar with common Python libraries and straightforward scripting techniques.
Python and many of its well-known data analysis libraries, such as Pandas, NumPy, and Matplotlib, are utilized throughout this book to carry out various operations typical of data analysis projects.
Following an introduction to Python programming fundamentals, the book combines well-known numerical calculation and statistical libraries to demonstrate the fundamentals of programming, accompanied by many practical examples. This book provides a solid groundwork for data analysis by teaching Python programming as well as Python's built-in data analysis capabilities. | |
Разместил: vitvikvas 4-09-2022, 08:24 | Комментарии: 0 | Подробнее
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 Название: Pattern Recognition and Data Analysis with Applications
Автор: Deepak Gupta, Rajat Subhra Goswami
Издательство: Springer
Год: 2022
Страниц: 815
Язык: английский
Формат: pdf (true)
Размер: 19.4 MB
This book covers latest advancements in the areas of Machine Learning {ML}, computer vision, pattern recognition, computational learning theory, big data analytics, network intelligence, signal processing and their applications in real world. The topics covered in Machine Learning involves feature extraction, variants of support vector machine (SVM), extreme learning machine (ELM), artificial neural network (ANN) and other areas in machine learning. The mathematical analysis of computer vision and pattern recognition involves the use of geometric techniques, scene understanding and modelling from video, 3D object recognition, localization and tracking, medical image analysis and so on. Computational learning theory involves different kinds of learning like incremental, online, reinforcement, manifold, multi-task, semi-supervised, etc. | |
Разместил: Ingvar16 3-09-2022, 17:23 | Комментарии: 0 | Подробнее
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 Название: Neural Networks and Numerical Analysis
Автор: Bruno Despres
Издательство: ?De Gruyter
Год: 2022
Страниц: 174
Язык: английский
Формат: pdf (true), epub
Размер: 22.8 MB
Artificial Intelligence, Deep Learning, Machine Learning - whatever you’re doing if you don’t understand it - learn it. Because otherwise you’re going to be a dinosaur within 3 years. This book uses numerical analysis as the main tool to investigate methods in Machine Learning and AI. The e?ciency of neural network representation on for polynomial functions is studied in detail, together with an original description of the Latin hypercube method. In addition, unique features include the use of Tensorflow for implementation on session and the application n to the construction of new optimized numerical schemes. | |
Разместил: Ingvar16 3-09-2022, 17:18 | Комментарии: 0 | Подробнее
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 Название: Python for Programmers
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2022
Формат: True PDF
Страниц: 293
Размер: 10 Mb
Язык: English
This book is intended primarily for developers who have little or no experience with Python or Pandas. It contains a fast-paced introduction to Python and Python-based solutions to various tasks. Chapter 1 provides a quick tour of basic Python 3, followed by a chapter that shows how to work with loops and conditional logic in Python. Chapter 3 discusses data structures in Python, followed by a chapter that features code samples for tasks with strings and arrays in Python. Chapter 5 contains concepts in object-oriented programming, along with code samples that illustrate how they are implemented in Python. Chapter 6 introduces recursion and some fundamental topics in combinatorics. Finally, the appendix provides an introduction to Pandas. Companion files with code and figures are available for downloading from the publisher. | |
Разместил: vitvikvas 3-09-2022, 11:30 | Комментарии: 0 | Подробнее
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 Название: Certified Kubernetes Administrator (CKA) Study Guide: In-Depth Guidance and Practice
Автор: Benjamin Muschko
Издательство: O’Reilly Media
Год: 2022
Формат: True PDF
Страниц: 204
Размер: 10 Mb
Язык: English
The ability to administer and monitor a Kubernetes cluster is in high demand today. To meet this need, the Cloud Native Computing Foundation developed a certification exam to establish an administrator's credibility and value in the job market to confidently work in a Kubernetes environment.
The Certified Kubernetes Administrator (CKA) certification exam is different from the typical multiple-choice format of other professional certifications. Instead, the CKA is a performance-based exam that requires deep knowledge of the tasks under immense time pressure.
This study guide walks you through all the topics covered to fully prepare you for the exam. Author Benjamin Muschko also shares his personal experience with preparing for all aspects of the exam. | |
Разместил: vitvikvas 3-09-2022, 03:10 | Комментарии: 0 | Подробнее
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 Название: Data Visualization with Python and javascript, 2nd Edition (Early Release)
Автор: Kyran Dale
Издательство: O’Reilly Media, Inc.
Год: 2022-09-02: Eighth Release
Формат: ePUB
Размер: 13,5 Mb
Язык: English
How do you turn raw, unprocessed, or malformed data into dynamic, interactive web visualizations? In this practical book, author Kyran Dale shows data scientists and analysts—as well as Python and javascript developers—how to create the ideal toolchain for the job. By providing engaging examples and stressing hard-earned best practices, this guide teaches you how to leverage the power of best-of-breed Python and javascript libraries.
Python provides accessible, powerful, and mature libraries for scraping, cleaning, and processing data. And while javascript is the best language when it comes to programming web visualizations, its data processing abilities can't compare with Python's. Together, these two languages are a perfect complement for creating a modern web-visualization toolchain. This book gets you started. | |
Разместил: vitvikvas 2-09-2022, 19:17 | Комментарии: 0 | Подробнее
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Название: Real-World Android by Tutorials (2nd Edition)
Автор: Ricardo Costeira, Subhrajyoti Sen, Kolin St?rt & Antonio Roa-Valverde
Издательство: Razeware LLC
Год: 2022
Формат: pdf
Страниц: 519
Размер: 55 mb
Язык: Английский
The best book to teach you to build professional, secure Android apps for the real world using the most important architectures and libraries. You’ll gain all the foundations of Android development you need to make the best decisions in your own codebase, while addressing critical problems like finding the right architecture, making the UI responsive and appealing, and implementing efficient animations. | |
Разместил: na5ballov 2-09-2022, 16:47 | Комментарии: 0 | Подробнее
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 Название: Defending Cyber Systems through Reverse Engineering of Criminal Malware
Автор: Marwan Omar
Издательство: Springer
Год: 2022
Язык: английский
Формат: pdf (true), epub
Размер: 17.2 MB
This book discusses underlying principles of malware reverse engineering and introduces the major techniques and tools needed to effectively analyze malware that targets business organizations. It also covers the examination of real-world malware samples, which illustrates the knowledge and skills necessary to take control of cyberattacks. Most cyber-attacks involve deploying some type of malware. Malware that viciously targets every industry, every sector, every enterprise, and even individuals has shown its capabilities to take the entire business organizations offline and cause significant financial damage in billions of dollars annually. Malware authors are constantly evolving in their attack strategies and sophistication and are developing malware that is difficult to detect and can lay dormant in the background for quite some time in order to evade security controls. | |
Разместил: Ingvar16 2-09-2022, 14:37 | Комментарии: 0 | Подробнее
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 Название: Concurrency with Modern C++: What every professional C++ programmer should know about concurrency
Автор: Rainer Grimm
Издательство: Leanpub
Год: 2022
Формат: True PDF
Страниц: 727
Размер: 11,7 Mb
Язык: English
C++11 is the first C++ standard that deals with concurrency. The story goes on with C++17, C++20, and will continue with C++23.
I'll give you a detailed insight into the current and the upcoming concurrency in C++. This insight includes the theory and a lot of practice. | |
Разместил: vitvikvas 2-09-2022, 09:39 | Комментарии: 0 | Подробнее
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 Название: Microsoft Azure for Java Developers: Deploying Java Applications through Azure WebApp, Azure Kubernetes Service, Azure Functions and Azure Spring Cloud
Автор: Abhishek Mishra
Издательство: Apress
Год: 2022
Формат: True PDF
Страниц: 361
Размер: 24,1 Mb
Язык: English
Learn Azure-based features to build and deploy Java applications on Microsoft’s Azure cloud platform. This book provides examples of components on Azure that are of special interest to Java programmers, including the different deployment models that are available. The book shows how to deploy your Java applications in Azure WebApp, Azure Kubernetes Service, Azure Functions, and Azure Spring Cloud. Also covered is integration with components such as Graph API, Azure Storage, Azure Redis Cache, and Azure SQL.
The book begins with a brief discussion of cloud computing and an introduction to Java support on Azure. You’ll then learn how to deploy Java applications using each of the deployment models, and you’ll see examples of integrating with Azure services that are of particular interest to Java programmers. Security is an important aspect, and this book shows you how to enable authentication and authorization for your Java applications using Azure Active Directory. | |
Разместил: vitvikvas 2-09-2022, 05:12 | Комментарии: 0 | Подробнее
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