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Math for Programmers 3D graphics, machine learning, and simulations with Python (MEAP Version 11) - Paul Orland 2020 PDF/EPUB Manning Publications BOOKS PROGRAMMING
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Math for Programmers 3D graphics, machine learning, and simulations with Python (MEAP Version 11)
Author: Paul Orland
Year: 2020
Pages: 698
Format: PDF/EPUB
File size: 48.8 MB
Language: ENG



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Book Description: Math for Programmers 3D Graphics Machine Learning and Simulations with Python (MEAP Version 11) Author: John M. Levine Publication Date: March 28, 2023 Pages: 464 Publisher: Apress Language: English Subjects: Computer Science, Programming, Mathematics, Data Science, Machine Learning, Cryptography, 3D Graphics, Simulations Book Synopsis: Math for Programmers 3D Graphics Machine Learning and Simulations with Python is an essential guide for developers who want to master mathematics to succeed in their careers. This book provides a comprehensive introduction to mathematical concepts that are crucial for programmers working in data science, machine learning, computer graphics, and cryptography. It covers topics such as linear algebra, calculus, probability, statistics, and more, using practical examples and exercises to help readers understand and apply these concepts. With this book, you'll learn how to use math to create 3D graphics, perform machine learning, and simulate real-world phenomena. The book begins by explaining the importance of math in programming and providing an overview of the key concepts covered in the book.
Math for Programmers 3D Graphics Machine arning and mulations with Python (MEAP Version 11) Автор: Джон М. Левин Дата публикации: 28 марта 2023 г. Страницы: 464 Издатель: Язык Apress: Английский Предметы: Информатика, Программирование, Математика, Наука о данных, Машинное обучение, Криптография, 3D Графика, Симуляции Книга Синопсис: Math for Programmers 3D Graphics Machine arning and mulations with Python - важное руководство для разработчиков, которые хотят освоить математику, чтобы добиться успеха в карьере. Эта книга содержит полное введение в математические концепции, которые имеют решающее значение для программистов, работающих в области науки о данных, машинного обучения, компьютерной графики и криптографии. Он охватывает такие темы, как линейная алгебра, исчисление, вероятность, статистика и многое другое, используя практические примеры и упражнения, чтобы помочь читателям понять и применить эти понятия. Из этой книги вы узнаете, как использовать математику для создания 3D-графики, машинного обучения и моделирования реальных явлений. Книга начинается с объяснения важности математики в программировании и предоставления обзора ключевых понятий, затронутых в книге.
Math for Programmers 3D Graphics Machine arning and mulations with Python (MEAP Version 11) Автор: John M. vin Date de publication : 28 mars 2023 Pages : 464 Éditeur : Langue Apress : Anglais Sujets : Informatique, Programmation, Mathématiques, Science des Données, Machine arning, Cryptographie, Graphiques 3D, mulations Livre Synopsis : Math for Programmers 3D Graphics Machine arning and mulations with Python est un guide important pour les développeurs qui veulent apprendre les mathématiques pour réussir dans leur carrière. Ce livre offre une introduction complète aux concepts mathématiques qui sont essentiels pour les programmeurs travaillant dans les domaines de la science des données, de l'apprentissage automatique, de l'infographie et de la cryptographie. Il couvre des sujets tels que l'algèbre linéaire, le calcul, la probabilité, les statistiques et bien plus encore, en utilisant des exemples pratiques et des exercices pour aider les lecteurs à comprendre et à appliquer ces concepts. De ce livre, vous apprendrez comment utiliser les mathématiques pour créer des graphiques 3D, l'apprentissage automatique et la modélisation de phénomènes réels. livre commence par expliquer l'importance des mathématiques dans la programmation et donner un aperçu des concepts clés abordés dans le livre.
Math for Programmers 3D Graphics Machine arning and mulations with Python (MEAP Version 11) Автор: John M. vine Fecha de publicación: 28 de marzo de 2023 Páginas: 464 Editor: Apress Language: Inglés Temas: Informática, Programación, Matemáticas, Ciencia de Datos, Aprendizaje Automático, Criptografía, Gráficos 3D, mulaciones nopsis: Math for Programmers 3D Graphics Machine arning and mulations with Python es una guía importante para desarrolladores que quieren dominar las matemáticas para tener éxito en su carrera. Este libro contiene una introducción completa a los conceptos matemáticos que son cruciales para los programadores que trabajan en ciencia de datos, aprendizaje automático, gráficos por computadora y criptografía. Abarca temas como álgebra lineal, cálculo, probabilidad, estadísticas y más, utilizando ejemplos prácticos y ejercicios para ayudar a los lectores a entender y aplicar estos conceptos. A partir de este libro aprenderás a usar las matemáticas para crear gráficos 3D, aprendizaje automático y simulación de fenómenos reales. libro comienza explicando la importancia de las matemáticas en la programación y proporcionando una visión general de los conceptos clave abordados en el libro.
Math for Programmers 3D Graphics Machine arning and mulations with Python (MEAP Version 11) Автор: John M. vine Data de publicação: 28 de março de 2023 Páginas: 464 Editora: Língua Apress: Inglês Matérias: Informática, Programação, Matemática, Ciência de Dados, Aprendizagem de Máquinas, Criptografia, Gráficos 3D, mulações Livro nopse: Math for Programers 3D Graphics Machine arning and mulações with Python é um guia importante para desenvolvedores que querem aprender matemática para ter sucesso na carreira. Este livro contém uma introdução completa aos conceitos matemáticos que são essenciais para os programadores que trabalham em ciências de dados, aprendizagem de máquinas, gráficos de computador e criptografia. Ele abrange temas como álgebra linear, cálculo, probabilidade, estatística e muito mais, usando exemplos práticos e exercícios para ajudar os leitores a entender e aplicar esses conceitos. A partir deste livro você vai aprender como usar a matemática para criar gráficos 3D, aprendizado de máquina e modelagem de fenômenos reais. O livro começa explicando a importância da matemática na programação e fornecendo uma visão geral dos principais conceitos abordados no livro.
Math for Programmers 3D Graphics Machine arning and mulations with Python (MEAP Version 11) Автор: John M. vine Data di pubblicazione 28 marzo 2023 Pagine: 464 Editore: Lingua Apress: Oggetti in inglese: Informatica, Programmazione, Matematica, Scienza dei dati, Apprendimento automatico, Crittografia, Grafica 3D, mulazioni nopsi: Math for Programmers 3D Graphics Machine arning and mulations with Python è una guida importante per gli sviluppatori che vogliono imparare matematica per ottenere successo nella carriera. Questo libro contiene un'introduzione completa ai concetti matematici che sono fondamentali per i programmatori che operano nel campo della scienza dei dati, apprendimento automatico, grafica informatica e crittografia. Copre argomenti come algebra lineare, calcolo, probabilità, statistiche e molto altro, utilizzando esempi e esercizi pratici per aiutare i lettori a comprendere e applicare questi concetti. Da questo libro imparerete come usare la matematica per creare grafica 3D, apprendimento automatico e simulazione di eventi reali. Il libro inizia spiegando l'importanza della matematica nella programmazione e fornendo una panoramica dei concetti chiave toccati nel libro.
Math for Programmers 3D Graphics Machine arning and mulations with Python (MEAP Version 11) Автор: John M. vine Erscheinungsdatum: 28. März 2023 Seiten: 464 Herausgeber: Sprache Apress: Englisch Fächer: Informatik, Programmierung, Mathematik, Datenwissenschaft, Maschinelles rnen, Kryptographie, 3D-Grafik, mulationen Buch Inhalt: Math for Programmers 3D Graphics Machine arning and mulations with Python ist ein wichtiger itfaden für Entwickler, die Mathematik beherrschen wollen, um in ihrer Karriere erfolgreich zu sein. Dieses Buch bietet eine vollständige Einführung in mathematische Konzepte, die für Programmierer in den Bereichen Datenwissenschaft, maschinelles rnen, Computergrafik und Kryptographie von entscheidender Bedeutung sind. Es deckt Themen wie lineare Algebra, Kalkül, Wahrscheinlichkeit, Statistik und mehr ab und verwendet praktische Beispiele und Übungen, um den sern zu helfen, diese Konzepte zu verstehen und anzuwenden. In diesem Buch erfahren e, wie e mit Mathematik 3D-Grafiken, maschinelles rnen und die Modellierung realer Phänomene erstellen. Das Buch beginnt mit einer Erläuterung der Bedeutung der Mathematik bei der Programmierung und bietet einen Überblick über die wichtigsten Konzepte, die im Buch behandelt werden.
Matematyka dla programistów 3D Graphics Machine arning and mulates with Python (MEAP Version 11) Автой: John M. vine Data publikacji: 28 marca 2023 r. Strony: 464 Wydawca: Język Apress: Język angielski Tematy: Informatyka, Programowanie, Matematyka, Data Science, Uczenie maszynowe, Kryptografia, Grafika 3D, Symulacje Książka Synopsis: Matematyka dla programistów 3D Graphics Machine arning and mulations z Pythonem jest ważnym przewodnikiem dla programistów, którzy chcą opanować matematykę, aby odnieść sukces w swojej karierze. Książka ta stanowi pełne wprowadzenie do koncepcji matematycznych, które są kluczowe dla programistów pracujących w dziedzinie danych, uczenia maszynowego, grafiki komputerowej i kryptografii. Obejmuje ona tematy takie jak algebra liniowa, obliczenia, prawdopodobieństwo, statystyki, i więcej, wykorzystując studia przypadków i ćwiczenia, aby pomóc czytelnikom zrozumieć i zastosować te pojęcia. W tej książce dowiesz się, jak używać matematyki do tworzenia grafiki 3D, uczenia maszynowego i symulacji zjawisk świata rzeczywistego. Książka zaczyna się od wyjaśnienia znaczenia matematyki w programowaniu i dostarczenia przeglądu kluczowych pojęć zawartych w książce.
מתמטיקה למתכנתים 3D Graphics Machine arning and mulations with Python (MEAP גרסה 11): לוין (John M. vine) פורסם בתאריך: 28 במרץ 2023 עמודים: 464 Publisher: Apress Language: English Subjects: Computer Science, Programming, Mathematics, Data Science, Machine arning, Cryptography, 3D Graphics, Synopsis: מתמטיקה עבור מתכנתים 3D Graphics Machine arning and mulations עם Python היא מדריך חשוב עבור מפתחים שרוצים ללמוד מתמטיקה כדי להצליח בקריירה שלהם. ספר זה מספק הקדמה מלאה למושגים מתמטיים שהם קריטיים למתכנתים העובדים במדעי המידע, למידת מכונה, גרפיקה ממוחשבת וקריפטוגרפיה. הוא מכסה נושאים כמו אלגברה לינארית, חשבון דיפרנציאלי, הסתברות, סטטיסטיקה ועוד, באמצעות מחקרי מקרים ותרגילים כדי לעזור לקוראים להבין וליישם מושגים אלה. בספר הזה, תלמדו איך להשתמש במתמטיקה כדי ליצור גרפיקה תלת מימדית, למידת מכונה, וסימולציה של תופעות בעולם האמיתי. הספר מתחיל בכך שהוא מסביר את חשיבות המתמטיקה בתכנות ומספק סקירה של מושגי המפתח המכוסים בספר.''
Programcılar için Matematik 3D Grafik Makine Python ile Öğrenme ve mülasyonlar (MEAP Sürüm 11) Автор: John M. vine Yayın Tarihi: 28 Mart 2023 Sayfalar: 464 Yayımcı: Apress Dili: İngilizce Konular: Bilgisayar Bilimi, Programlama, Matematik, Veri Bilimi, Makine Öğrenimi, Kriptografi, 3D Grafikler, mülasyonlar Kitap Özeti: Programcılar için Matematik 3D Grafik Makine Python ile Öğrenme ve mülasyonlar, kariyerlerinde başarılı olmak için matematiğe hakim olmak isteyen geliştiriciler için önemli bir kılavuzdur. Bu kitap, veri bilimi, makine öğrenimi, bilgisayar grafikleri ve kriptografi alanlarında çalışan programcılar için kritik olan matematiksel kavramlara tam bir giriş sunmaktadır. Okuyucuların bu kavramları anlamalarına ve uygulamalarına yardımcı olmak için vaka çalışmaları ve alıştırmalar kullanarak doğrusal cebir, hesap, olasılık, istatistik ve daha fazlası gibi konuları kapsar. Bu kitapta, 3D grafikler, makine öğrenimi ve gerçek dünya fenomenlerinin simülasyonunu oluşturmak için matematiği nasıl kullanacağınızı öğreneceksiniz. Kitap, matematiğin programlamadaki önemini açıklayarak ve kitapta ele alınan temel kavramlara genel bir bakış sunarak başlar.
Math for Programmers 3D Graphics Machine arning and mulations with Python (MEAP Version 11) Автор: جون إم ليفين تاريخ النشر: 28 مارس 2023 الصفحات: 464 الناشر: Apress Language: موضوعات اللغة الإنجليزية: علوم الكمبيوتر، البرمجة، الرياضيات، علوم البيانات، التعلم الآلي، التشفير، الرسومات ثلاثية الأبعاد، ملخص كتاب المحاكاة: يعد Math for Programmers 3D Graphics Machine arning and mulations with Python دليلًا مهمًا للمطورين الذين يرغبون في إتقان الرياضيات للنجاح في حياتهم المهنية. يقدم هذا الكتاب مقدمة كاملة للمفاهيم الرياضية التي تعتبر مهمة للمبرمجين العاملين في علوم البيانات والتعلم الآلي ورسومات الكمبيوتر والتشفير. ويغطي موضوعات مثل الجبر الخطي وحساب التفاضل والتكامل والاحتمال والإحصاء والمزيد، باستخدام دراسات الحالة والتمارين لمساعدة القراء على فهم هذه المفاهيم وتطبيقها. في هذا الكتاب، ستتعلم كيفية استخدام الرياضيات لإنشاء رسومات ثلاثية الأبعاد، والتعلم الآلي، ومحاكاة ظواهر العالم الحقيقي. يبدأ الكتاب بشرح أهمية الرياضيات في البرمجة وتقديم لمحة عامة عن المفاهيم الرئيسية التي يغطيها الكتاب.
프로그래머를위한 수학 3D 그래픽 머신 러닝 및 파이썬 (MEAP 버전 11) 을 사용한 시뮬레이션: John M. vine 게시 날짜: 2023 년 3 월 28 일 페이지: 464 출판사: 압축 언어: 영어 과목: 컴퓨터 과학, 프로그래밍, 수학, 데이터 과학, 머신 러닝, 암호화, 3D 그래픽, 시뮬레이션 북 시냅스: Python을 사용한 프로그래머 3D 그래픽 머신 러닝 및 시뮬레이션을위한 수학은 수학을 습득하여 경력을 쌓기를 원하는 개발자에게 중요한 가이드입니다. 이 책은 데이터 과학, 머신 러닝, 컴퓨터 그래픽 및 암호화 작업을하는 프로그래머에게 중요한 수학적 개념에 대한 완전한 소개를 제공합니다. 독자가 이러한 개념을 이해하고 적용 할 수 있도록 사례 연구 및 연습을 사용하여 선형 대수, 미적분학, 확률, 통계 등과 같은 주제를 다룹니다. 이 책에서는 수학을 사용하여 3D 그래픽, 머신 러닝 및 실제 현상 시뮬레이션을 만드는 방법을 배울 것입니다. 이 책은 프로그래밍에서 수학의 중요성을 설명하고이 책에서 다루는 주요 개념에 대한 개요를 제공함으로써 시작됩니다.
Math for Programmers 3D Graphics Machine arning and mulations with Python (MEAP Version 11) Автор: John M. vin出版日期:20233月28日: 464出版商:Apress語言:英語科目:計算機科學,編程,數學,數據科學,機器學習,密碼學,3D圖形,模擬書簡介: 使用Python進行編程器3D圖形機器學習和模擬的數學是希望掌握數學以在職業生涯中取得成功的開發人員的重要指南。本書包含數學概念的完整介紹,對於在數據科學,機器學習,計算機圖形學和密碼學領域工作的程序員至關重要。它涵蓋了諸如線性代數,微積分,概率,統計等主題,並利用實例和練習來幫助讀者理解和應用這些概念。從這本書中,您將學習如何使用數學來創建3D圖形,機器學習和模擬真實現象。該書首先解釋了數學在編程中的重要性,並概述了書中涉及的關鍵概念。

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