Advanced Analytics and Deep Learning Models

    Next Generation Computing and Communication Engineering



    Bookstore > Books > Advanced Analytics and Deep Learning Models

    Price$162.46 - $205.98
    Rating
    AuthorsArchana Mire, Shaveta Malik, Amit Kumar Tyagi
    PublisherWiley
    Published2022
    Pages432
    LanguageEnglish
    FormatPaper book / ebook (PDF)
    ISBN-101119791758
    ISBN-139781119791751
    EBook Hardcover Paperback

    The book provides readers with an in-depth understanding of concepts and technologies related to the importance of analytics and deep learning in many useful real-world applications such as e-healthcare, transportation, agriculture, stock market, etc.

    Advanced analytics is a mixture of machine learning, artificial intelligence, graphs, text mining, data mining, semantic analysis. It is an approach to data analysis. Beyond the traditional business intelligence, it is a semi and autonomous analysis of data by using different techniques and tools.

    However, deep learning and data analysis both are high centers of data science. Almost all the private and public organizations collect heavy amounts of data, i.e., domain-specific data. Many small/large companies are exploring large amounts of data for existing and future technology. Deep learning is also exploring large amounts of unsupervised data making it beneficial and effective for big data. Deep learning can be used to deal with all kinds of problems and challenges that include collecting unlabeled and uncategorized raw data, extracting complex patterns from a large amount of data, retrieving fast information, tagging data, etc.

    This book contains 16 chapters on artificial intelligence, machine learning, deep learning, and their uses in many useful sectors like stock market prediction, a recommendation system for better service selection, e-healthcare, telemedicine, transportation. There are also chapters on innovations and future opportunities with fog computing/cloud computing and artificial intelligence.




    Similar Books


    Learn TensorFlow 2.0

    Learn TensorFlow 2.0

    by Pramod Singh, Avinash Manure

    Learn how to use TensorFlow 2.0 to build machine learning and deep learning models with complete examples.The book begins with introducing TensorFlow 2.0 framework and the major changes from its last release. Next, it focuses on building Supervised Machine Learning models using TensorFlow 2.0. It also demonstrates how to build models usin...

    Price:  $29.95  |  Publisher:  Apress  |  Release:  2020

    R Deep Learning Essentials, 2nd Edition

    R Deep Learning Essentials, 2nd Edition

    by Mark Hodnett, Joshua F. Wiley

    Deep learning is a powerful subset of machine learning that is very successful in domains such as computer vision and natural language processing (NLP). This second edition of R Deep Learning Essentials will open the gates for you to enter the world of neural networks by building powerful deep learning models using the R ecosystem.This bo...

    Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

    Python Deep Learning Projects

    Python Deep Learning Projects

    by Matthew Lamons, Rahul Kumar, Abhishek Nagaraja

    Deep learning has been gradually revolutionizing every field of artificial intelligence, making application development easier.Python Deep Learning Projects imparts all the knowledge needed to implement complex deep learning projects in the field of computational linguistics and computer vision. Each of these projects is unique, helping y...

    Price:  $16.45  |  Publisher:  Packt Publishing  |  Release:  2018

    Deep Learning with TensorFlow and Keras, 3rd Edition

    Deep Learning with TensorFlow and Keras, 3rd Edition

    by Amita Kapoor, Antonio Gulli, Sujit Pal

    Deep Learning with TensorFlow and Keras teaches you neural networks and deep learning techniques using TensorFlow (TF) and Keras. You'll learn how to write deep learning applications in the most powerful, popular, and scalable machine learning stack available.TensorFlow 2.x focuses on simplicity and ease of use, with updates like eag...

    Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

    Machine Learning with PyTorch and Scikit-Learn

    Machine Learning with PyTorch and Scikit-Learn

    by Sebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili

    Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and examples, the book covers all the...

    Price:  $40.00  |  Publisher:  Packt Publishing  |  Release:  2022

    Deep Learning with Python

    Deep Learning with Python

    by Nihkil Ketkar

    Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This new edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Faceboo...

    Price:  $32.99  |  Publisher:  Apress  |  Release:  2020

    Deep Learning with Azure

    Deep Learning with Azure

    by Mathew Salvaris, Danielle Dean, Wee Hyong Tok

    Get up-to-speed with Microsoft's AI Platform. Learn to innovate and accelerate with open and powerful tools and services that bring artificial intelligence to every data scientist and developer.Artificial Intelligence (AI) is the new normal. Innovations in deep learning algorithms and hardware are happening at a rapid pace. It is no ...

    Price:  $37.99  |  Publisher:  Apress  |  Release:  2018

    Deep Learning and the Game of Go

    Deep Learning and the Game of Go

    by Max Pumperla, Kevin Ferguson

    Deep Learning and the Game of Go teaches you how to apply the power of deep learning to complex reasoning tasks by building a Go-playing AI. After exposing you to the foundations of machine and deep learning, you'll use Python to build a bot and then teach it the rules of the game.The ancient strategy game of Go is an incredible case...

    Price:  $46.05  |  Publisher:  Manning  |  Release:  2019