Deep learning: from big data to artificial intelligence with R
Material type:
TextLanguage: English Publication details: New Jersey: Wiley Data and Cybersecurity, 2023. Edition: 1st edDescription: xix, 519pISBN: 9781119845027Subject(s): Processing of Large Volumes of Data | Natural Language Processing | Deep Learning for Computer VisionDDC classification: 006.305 Online resources: Click here to access online
| Item type | Current library | Call number | Status | Date due | Barcode |
|---|---|---|---|---|---|
| e-Books | Dr. S. R. Ranganathan Library Ebook (Online Access) | 006.305 (Browse shelf(Opens below)) | Available | EB0124 |
DEEP LEARNING
A concise and practical exploration of key topics and applications in data science
In Deep Learning: From Big Data to Artificial Intelligence with R, 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 with R 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 with R will also earn a place in the libraries of data science researchers and practicing data scientists.