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Introduction to Python With Applications in Optimization, Image and Video Processing, and Machine Learning - David Baez-Lopez, David Alfredo Baez Villegas 2024 PDF | EPUB CRC Press BOOKS
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Introduction to Python With Applications in Optimization, Image and Video Processing, and Machine Learning
Author: David Baez-Lopez, David Alfredo Baez Villegas
Year: 2024
Pages: 453
Format: PDF | EPUB
File size: 11.1 MB
Language: ENG



Book Description: Introduction to Python With Applications in Optimization Image and Video Processing and Machine Learning Introduction: In today's fast-paced technological world, it is crucial for individuals to stay updated on the latest advancements in technology, particularly in programming languages like Python. Python is a versatile and widely used programming language that offers a wide range of applications in various fields, including optimization image and video processing, and machine learning. Introduction to Python with Applications in Optimization Image and Video Processing and Machine Learning is an essential resource for anyone looking to gain proficiency in this powerful language. This book is designed for advanced undergraduate and graduate students in quantitative sciences such as mathematics, computer science, and engineering, as well as professionals working in these fields who want to enhance their skills and knowledge. Part 1: Fundamentals of Python Programming Chapter 1: Installation and Basics The first chapter provides a step-by-step guide on how to install Python on your computer and set up the environment for coding. It also covers basic concepts such as data types, variables, operators, control structures, functions, and modules.
Introduction to Python With Applications in Optimization Image and Video Processing and Machine arning Введение: В современном быстроразвивающемся технологическом мире очень важно, чтобы люди всегда были в курсе последних достижений в технологии, особенно в языках программирования, таких как Python. Python - универсальный и широко используемый язык программирования, который предлагает широкий спектр приложений в различных областях, включая оптимизацию обработки изображений и видео, а также машинное обучение. Введение в Python с приложениями для оптимизации обработки изображений и видео и машинного обучения является важным ресурсом для всех, кто хочет получить навыки владения этим мощным языком. Эта книга предназначена для продвинутых студентов и аспирантов в области количественных наук, таких как математика, информатика и инженерия, а также для специалистов, работающих в этих областях, которые хотят улучшить свои навыки и знания. Часть 1: Основы программирования на Python Глава 1: Установка и основы В первой главе представлено пошаговое руководство по установке Python на компьютер и настройке среды для программирования. Он также охватывает основные понятия, такие как типы данных, переменные, операторы, структуры управления, функции и модули.
Introduction à Python With Applications in Optimization Image and Video Processing and Machine Arning Introduction : Dans le monde technologique en évolution rapide d'aujourd'hui, il est très important que les gens soient toujours au courant des dernières avancées technologiques, en particulier dans les langages de programmation tels que Python. Python est un langage de programmation polyvalent et largement utilisé qui offre une large gamme d'applications dans différents domaines, y compris l'optimisation du traitement d'image et vidéo, ainsi que l'apprentissage automatique. L'introduction à Python avec des applications pour optimiser le traitement de l'image et de la vidéo et l'apprentissage automatique est une ressource importante pour tous ceux qui veulent acquérir des compétences dans ce langage puissant. Ce livre est destiné aux étudiants avancés et aux étudiants diplômés en sciences quantitatives telles que les mathématiques, l'informatique et l'ingénierie, ainsi qu'aux professionnels travaillant dans ces domaines qui veulent améliorer leurs compétences et leurs connaissances. Partie 1 : Bases de programmation sur Python Chapitre 1 : Installation et bases premier chapitre présente un guide étape par étape pour installer Python sur votre ordinateur et configurer votre environnement de programmation. Il couvre également des concepts de base tels que les types de données, les variables, les opérateurs, les structures de contrôle, les fonctions et les modules.
Introducción a Python Con Aplicaciones en Optimización Imagen y Video Procesamiento y Máquina Arning Introducción: En el mundo tecnológico en rápida evolución de hoy, es muy importante que la gente esté siempre al tanto de los últimos avances en tecnología, especialmente en idiomas programación como Python. Python es un lenguaje de programación versátil y ampliamente utilizado que ofrece una amplia gama de aplicaciones en diferentes campos, incluyendo la optimización del procesamiento de imágenes y videos, así como el aprendizaje automático. La introducción a Python con aplicaciones para optimizar el procesamiento de imágenes y video y el aprendizaje automático es un recurso importante para cualquier persona que desee adquirir habilidades para dominar este poderoso lenguaje. Este libro está dirigido a estudiantes avanzados y de posgrado en ciencias cuantitativas como matemáticas, informática e ingeniería, así como a profesionales que trabajan en estas áreas que quieren mejorar sus habilidades y conocimientos. Parte 1: Conceptos básicos de la programación en Python Capítulo 1: Instalación y conceptos básicos primer capítulo presenta una guía paso a paso para instalar Python en el ordenador y configurar el entorno para la programación. También cubre conceptos básicos como tipos de datos, variables, operadores, estructuras de control, funciones y módulos.
Einführung in Python Mit Anwendungen in der Optimierung Bild- und Videoverarbeitung und maschinelles rnen Einleitung: In der heutigen schnelllebigen technologischen Welt ist es sehr wichtig, dass die Menschen immer auf dem neuesten Stand der Technik sind, insbesondere in Programmiersprachen wie Python. Python ist eine vielseitige und weit verbreitete Programmiersprache, die eine breite Palette von Anwendungen in verschiedenen Bereichen bietet, einschließlich der Optimierung der Bild- und Videoverarbeitung sowie des maschinellen rnens. Eine Einführung in Python mit Anwendungen zur Optimierung der Bild- und Videoverarbeitung und des maschinellen rnens ist eine wichtige Ressource für alle, die Fähigkeiten in dieser leistungsstarken Sprache erwerben möchten. Dieses Buch richtet sich an fortgeschrittene Studenten und Doktoranden in den quantitativen Wissenschaften wie Mathematik, Informatik und Ingenieurwesen sowie an Fachleute, die in diesen Bereichen arbeiten und ihre Fähigkeiten und Kenntnisse verbessern möchten. Teil 1: Grundlagen der Python-Programmierung Kapitel 1: Installation und Grundlagen Das erste Kapitel enthält eine Schritt-für-Schritt-Anleitung zur Installation von Python auf einem Computer und zur Konfiguration der Programmierumgebung. Es umfasst auch grundlegende Konzepte wie Datentypen, Variablen, Operatoren, Kontrollstrukturen, Funktionen und Module.
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Optimizasyonda Uygulamalarla Python'a Giriş Görüntü ve Video İşleme ve Makine Üretimi Giriş: Günümüzün hızla gelişen teknolojik dünyasında, insanların özellikle Python gibi programlama dillerinde teknolojideki en son gelişmelerden her zaman haberdar olmaları çok önemlidir. Python, görüntü ve video işleme optimizasyonu ve makine öğrenimi dahil olmak üzere çeşitli alanlarda çok çeşitli uygulamalar sunan evrensel ve yaygın olarak kullanılan bir programlama dilidir. Görüntü ve video işleme ve makine öğrenimini optimize etmek için uygulamalarla Python'a giriş, bu güçlü dili öğrenmek isteyen herkes için önemli bir kaynaktır. Bu kitap, matematik, bilgisayar bilimi ve mühendislik gibi nicel bilimlerde ileri lisans ve yüksek lisans öğrencilerine ve bu alanlarda çalışan, becerilerini ve bilgilerini geliştirmek isteyen profesyonellere yöneliktir. Bölüm 1: Python Programlama Temelleri Bölüm 1: Kurulum ve Temel Bilgiler İlk bölüm, Python'u bir bilgisayara yüklemek ve programlama için bir ortam oluşturmak için adım adım bir kılavuz sağlar. Ayrıca veri türleri, değişkenler, operatörler, kontrol yapıları, fonksiyonlar ve modüller gibi temel kavramları da kapsar.
مقدمة إلى بايثون مع تطبيقات في تحسين الصورة ومعالجة الفيديو والتعلم الآلي مقدمة: في عالم التكنولوجيا سريع التطور اليوم، من المهم جدًا أن يكون الناس دائمًا على دراية بأحدث التطورات في التكنولوجيا، خاصة في لغات البرمجة مثل بايثون. Python هي لغة برمجة عالمية ومستخدمة على نطاق واسع تقدم مجموعة واسعة من التطبيقات في مجموعة متنوعة من المجالات، بما في ذلك تحسين معالجة الصور والفيديو والتعلم الآلي. تعد مقدمة إلى Python مع تطبيقات لتحسين معالجة الصور والفيديو والتعلم الآلي مصدرًا مهمًا لأي شخص يريد تعلم هذه اللغة القوية. هذا الكتاب مخصص لطلاب البكالوريوس والدراسات العليا المتقدمين في العلوم الكمية مثل الرياضيات وعلوم الكمبيوتر والهندسة، بالإضافة إلى المهنيين العاملين في هذه المجالات الذين يرغبون في تحسين مهاراتهم ومعارفهم. الجزء 1: الفصل 1 من أساسيات برمجة بايثون: التركيب والأساسيات يوفر الفصل الأول دليلاً خطوة بخطوة لتثبيت بايثون على جهاز كمبيوتر وتهيئة بيئة للبرمجة. كما يغطي مفاهيم أساسية مثل أنواع البيانات والمتغيرات والمشغلين وهياكل التحكم والوظائف والوحدات.

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