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Deep Learning for Finance Creating Machine & Deep Learning Models for Trading in Python - Sofien Kaabar 2024 PDF | EPUB O’Reilly Media, Inc. BOOKS
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Deep Learning for Finance Creating Machine & Deep Learning Models for Trading in Python
Author: Sofien Kaabar
Year: 2024
Pages: 362
Format: PDF | EPUB
File size: 16.0 MB
Language: ENG



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Book Description: The book "Deep Learning for Finance" provides a comprehensive introduction to deep learning techniques and their applications in finance, using Python programming language. The book covers the basics of deep learning, including neural networks, convolutional neural networks, recurrent neural networks, and reinforcement learning, and shows how these techniques can be applied to trading and investment strategies. It also discusses the challenges of implementing deep learning models in real-world financial settings and provides practical advice for overcoming these challenges. --- Book Title: Deep Learning for Finance - Creating Machine Learning Models for Trading in Python Introduction: In today's fast-paced and rapidly evolving world of technology, it is essential to stay up-to-date with the latest advancements in machine learning and deep learning to remain competitive in the finance industry. This book provides a comprehensive guide to deep learning techniques and their applications in finance, using the Python programming language.
В книге «Deep arning for Finance» представлено всестороннее введение в методы глубокого обучения и их применение в финансах с использованием языка программирования Python. Книга охватывает основы глубокого обучения, включая нейронные сети, сверточные нейронные сети, рекуррентные нейронные сети и обучение с подкреплением, и показывает, как эти методы могут быть применены к торговым и инвестиционным стратегиям. В нем также обсуждаются проблемы внедрения моделей глубокого обучения в реальных финансовых условиях и даются практические советы по преодолению этих проблем. - Book Deep arning for Finance - Creating Machine arning Models for Trading in Python Введение: В современном быстро развивающемся мире технологий важно быть в курсе последних достижений в области машинного обучения и глубокого обучения, чтобы оставаться конкурентоспособным в финансовой индустрии. Эта книга содержит исчерпывающее руководство по методам глубокого обучения и их применению в финансах, используя язык программирования Python.
livre Deep arning for Finance présente une introduction complète aux méthodes d'apprentissage profond et à leur application dans la finance en utilisant le langage de programmation Python. livre couvre les bases de l'apprentissage profond, y compris les réseaux neuronaux, les réseaux neuronaux convolutifs, les réseaux neuronaux récurrents et l'apprentissage renforcé, et montre comment ces méthodes peuvent être appliquées aux stratégies de commerce et d'investissement. Il examine également les problèmes que pose l'introduction de modèles d'apprentissage approfondi dans un environnement financier réel et fournit des conseils pratiques pour surmonter ces problèmes. - Book Deep arning for Finance - Creating Machine Arning Models for Trading in Python Introduction : Dans le monde actuel des technologies en évolution rapide, il est important de se tenir au courant des dernières avancées en matière d'apprentissage machine et d'apprentissage profond pour rester compétitif dans l'industrie financière. Ce livre fournit un guide complet sur les techniques d'apprentissage profond et leur application dans la finance, en utilisant le langage de programmation Python.
libro «Deep arning for Finance» presenta una introducción integral a las técnicas de aprendizaje profundo y sus aplicaciones en finanzas utilizando el lenguaje de programación Python. libro cubre los fundamentos del aprendizaje profundo, incluidas las redes neuronales, las redes neuronales perforadas, las redes neuronales recurrativas y el aprendizaje con refuerzos, y muestra cómo estas técnicas pueden aplicarse a las estrategias de comercio e inversión. También se examinan los retos que plantea la introducción de modelos de aprendizaje profundo en condiciones financieras reales y se ofrecen consejos prácticos para superarlos. - Book Deep Arning for Finance - Creating Machine Arming Models for Trading in Python Introducción: En el mundo actual de la tecnología en rápida evolución, es importante mantenerse al día con los últimos avances en el aprendizaje automático y el aprendizaje profundo para mantenerse competitivo en la industria financiera. Este libro contiene una guía exhaustiva sobre técnicas de aprendizaje profundo y su aplicación en finanzas, utilizando el lenguaje de programación Python.
Il libro Deep arning for Finance presenta un'introduzione completa ai metodi di apprendimento approfondito e alla loro applicazione nella finanza utilizzando il linguaggio di programmazione Python. Il libro comprende le basi dell'apprendimento approfondito, tra cui le reti neurali, le reti neurali compresse, le reti neurali ricettive e l'apprendimento con rinforzi, e mostra come questi metodi possono essere applicati alle strategie commerciali e di investimento. tratta anche di problemi legati all'implementazione di modelli di apprendimento approfondito in condizioni finanziarie reali e di suggerimenti pratici per affrontare questi problemi. - Book Deep arning for Finance - Creating Machine arning Models for Trading in Python Introduzione: In un mondo tecnologico in continua evoluzione, è importante essere al corrente degli ultimi progressi nell'apprendimento automatico e nell'apprendimento profondo per rimanere competitivo nell'industria finanziaria. Questo libro fornisce una guida completa alle tecniche di apprendimento approfondito e alle loro applicazioni finanziarie utilizzando il linguaggio di programmazione Python.
Das Buch „Deep arning for Finance“ bietet eine umfassende Einführung in Deep-arning-Techniken und deren Anwendung im Finanzwesen mit der Programmiersprache Python. Das Buch behandelt die Grundlagen des Deep arning, einschließlich neuronaler Netze, konvolutionärer neuronaler Netze, rekurrierender neuronaler Netze und verstärktem rnen, und zeigt, wie diese Techniken auf Handels- und Investitionsstrategien angewendet werden können. Es diskutiert auch die Herausforderungen bei der Implementierung von Deep-arning-Modellen unter realen finanziellen Bedingungen und gibt praktische Tipps zur Bewältigung dieser Herausforderungen. - Buch Deep Arning for Finance - Creating Machine Arning Models for Trading in Python Einführung: In der heutigen schnelllebigen Welt der Technologie ist es wichtig, über die neuesten Fortschritte im maschinellen rnen und Deep arning auf dem Laufenden zu bleiben, um in der Finanzbranche wettbewerbsfähig zu bleiben. Dieses Buch bietet eine umfassende Anleitung zu Deep-arning-Techniken und deren Anwendung im Finanzwesen mit der Programmiersprache Python.
Deep Arning for Finance מספק מבוא מקיף לשיטות למידה עמוקה ויישומם במימון באמצעות שפת התכנות פייתון. הספר סוקר את יסודות הלמידה העמוקה, כולל רשתות עצביות, רשתות עצביות קונבנציונליות, רשתות עצביות חוזרות ונשנות ולמידת חיזוק, ומראה כיצד ניתן ליישם טכניקות אלה באסטרטגיות מסחר והשקעה. הוא גם דן באתגרים של יישום מודלים של למידה עמוקה בהגדרות פיננסיות בעולם האמיתי ומספק עצות מעשיות על התגברות על אתגרים אלה. -Book Deep Arning for Finance - Creating Machine Arning Models for Trading in Python Introduction: בעולם הטכנולוגיה המתפתח בקצב מהיר כיום, חשוב להקפיד על ההתקדמות האחרונה בלימוד מכונה ולמידה עמוקה על מנת להישאר תחרותיים בתעשייה הפיננסית. ספר זה מספק מדריך מקיף לטכניקות למידה עמוקה ויישומם במימון באמצעות שפת התכנות פייתון.''
Finans için Derin Öğrenme, Python programlama dilini kullanarak derin öğrenme yöntemlerine ve bunların finans alanındaki uygulamalarına kapsamlı bir giriş sağlar. Kitap, sinir ağları, evrişimli sinir ağları, tekrarlayan sinir ağları ve takviye öğrenimi dahil olmak üzere derin öğrenmenin temellerini kapsar ve bu tekniklerin ticaret ve yatırım stratejilerine nasıl uygulanabileceğini gösterir. Ayrıca, gerçek dünyadaki finansal ortamlarda derin öğrenme modellerinin uygulanmasının zorluklarını tartışır ve bu zorlukların üstesinden gelmek için pratik tavsiyeler sunar. Finans için Derin Arning - Python'da Ticaret için Makine Arning Modelleri Oluşturma Giriş: Günümüzün hızla gelişen teknoloji dünyasında, finansal sektörde rekabetçi kalabilmek için makine öğrenimi ve derin öğrenmedeki en son gelişmelerden haberdar olmak önemlidir. Bu kitap, Python programlama dilini kullanarak derin öğrenme teknikleri ve bunların finans alanındaki uygulamaları için kapsamlı bir rehber sunmaktadır.
يوفر التعلم العميق للتمويل مقدمة شاملة لأساليب التعلم العميق وتطبيقها في التمويل باستخدام لغة برمجة بايثون. يغطي الكتاب أساسيات التعلم العميق، بما في ذلك الشبكات العصبية والشبكات العصبية التلافيفية والشبكات العصبية المتكررة والتعلم المعزز، ويوضح كيف يمكن تطبيق هذه التقنيات على استراتيجيات التجارة والاستثمار. كما يناقش تحديات تنفيذ نماذج التعلم العميق في البيئات المالية الواقعية ويقدم المشورة العملية بشأن التغلب على هذه التحديات. - Book Deep Arning for Finance - Creating Machine Arming Models for Trading in Python Introduction: في عالم التكنولوجيا سريع التطور اليوم، من المهم مواكبة أحدث التطورات في التعلم الآلي والتعلم العميق من أجل البقاء قادرًا على المنافسة في الصناعة المالية. يقدم هذا الكتاب دليلًا شاملاً لتقنيات التعلم العميق وتطبيقها في التمويل باستخدام لغة برمجة بايثون.
「深入了解金融」一書介紹了使用Python編程語言進行深度學習的方法及其在金融中的應用。該書涵蓋了深度學習的基礎,包括神經網絡,卷積神經網絡,遞歸神經網絡和強化學習,並展示了如何將這些技術應用於貿易和投資策略。它還討論了在真正的財政環境中采用深入學習模式的問題,並提供了解決這些問題的實用建議。-Book Deep Arning for Finance-Creating Machine Arning Models for Trading in Python簡介:在當今快速發展的技術世界中,跟上機器學習和深度學習的最新進展非常重要,以便在金融行業保持競爭力。本書提供了使用Python編程語言的深度學習技術及其在金融中的應用的詳盡指南。

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