Deep Learning: From Big Data to Artificial Intelligence with R (Hardcover)

A concise and practical exploration of key topics and applications in data science

In Deep Learning, from Big Data to Artificial Intelligence, expert researcher Dr. Stéphane Tufféry delivers an insightful discussion of the applications of deep learning and big data that focuses on practical instructions on various software tools and deep learning methods relying on three major libraries: MXNet, PyTorch, and Keras-TensorFlow. In the book, numerous, up-to-date examples are combined with key topics relevant to modern data scientists, including processing optimization, neural network applications, natural language processing, and image recognition.

This is a thoroughly revised and updated edition of a book originally released in French, with new examples and methods included throughout. Classroom-tested and intuitively organized, Deep Learning, from Big Data to Artificial Intelligence offers complimentary access to a companion website that provides R and Python source code for the examples offered in the book. Readers will also find:

• A thorough introduction to practical deep learning techniques with explanations and examples for various programming libraries
• Comprehensive explorations of a variety of applications for deep learning, including image recognition and natural language processing
• Discussions of the theory of deep learning, neural networks, and artificial intelligence linked to concrete techniques and strategies commonly used to solve real-world problems

Perfect for graduate students studying data science, big data, deep learning, and artificial intelligence, Deep Learning, from Big Data to Artificial Intelligence will also earn a place in the libraries of data science researchers and practicing data scientists.

《深度學習：從大數據到人工智慧》是一本簡潔而實用的資料科學主題和應用的探索。在這本書中，專家研究員Stéphane Tufféry深入討論了深度學習和大數據的應用，並提供了關於各種軟體工具和深度學習方法的實用指導，其中包括三個主要的程式庫：MXNet、PyTorch和Keras-TensorFlow。書中結合了眾多最新的例子和與現代數據科學家相關的重要主題，包括處理優化、神經網絡應用、自然語言處理和圖像識別。

這是一本經過全面修訂和更新的書籍，原本是以法文發行的，現在增加了新的例子和方法。《深度學習：從大數據到人工智慧》經過課堂測試，組織有條理，並提供了一個附帶網站，該網站提供了書中例子的R和Python原始碼。讀者還可以找到以下內容：

- 對於各種程式庫的實用深度學習技術的全面介紹，並提供解釋和例子。
- 對於深度學習的各種應用的全面探索，包括圖像識別和自然語言處理。
- 對於深度學習理論、神經網絡和人工智慧的討論，並與常用於解決現實問題的具體技術和策略相關聯。

這本書非常適合攻讀資料科學、大數據、深度學習和人工智慧的研究生，同時也適合資料科學研究人員和實踐的數據科學家。

Stéphane Tufféry, PhD, is Associate Professor at the University of Rennes 1, France where he teaches courses in data mining, deep learning, and big data methods. He also lectures at the Institute of Actuaries in Paris and has published several books on data mining, deep learning, and big data in English and French.

Stéphane Tufféry博士是法國雷恩第一大學的副教授，教授數據挖掘、深度學習和大數據方法等課程。他還在巴黎精算師學院講授課程，並出版了幾本關於數據挖掘、深度學習和大數據的英文和法文書籍。