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Multimedia Computing, Communication and Intelligence Série de Livres électroniques

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  • Music Emotion Recognition

    par Yi-Hsuan Yang, Homer H. Chen ...
    Collections series Multimedia Computing, Communication and Intelligence
    Providing a comprehensive review of existing work in music emotion developed in psychology and engineering, this book explains how to account for the subjective nature of emotion perception in the development of automatic music emotion recognition (MER) systems. Among the first publications dedicated to automatic MER, it begins with a complete introduction to the essential aspects of MER-including ... En savoir plus

    $181.38 CAD

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  • Generative Deep Learning

    Teaching Machines To Paint, Write, Compose, and Play

    par David Foster ...
    Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.The book ... En savoir plus

    $67.99 CAD

  • Python Deep Learning

    Next generation techniques to revolutionize computer vision, AI, speech and data analysis

    par Valentino Zocca, Gianmario Spacagna, Daniel Slater, Peter Roelants ...
    Take your machine learning skills to the next level by mastering Deep Learning concepts and algorithms using Python.Key Features\[\*\] Explore and create intelligent systems using cutting-edge deep learning techniques\[\*\] Implement deep learning algorithms and work with revolutionary libraries in Python\[\*\] Get real-world examples and easy-to-follow tutorials on Theano, TensorFlow, H2O and ... En savoir plus

    $51.99 CAD ou Gratuit avec Kobo Plus

  • Generative AI with Python and PyTorch

    Navigating the AI frontier with LLMs, Stable Diffusion, and next-gen AI applications

    par Joseph Babcock, Raghav Bali ...
    Master GenAI techniques to create images and text using variational autoencoders (VAEs), generative adversarial networks (GANs), LSTMs, and large language models (LLMs)Key FeaturesImplement real-world applications of LLMs and generative AIFine-tune models with PEFT and LoRA to speed up trainingExpand your LLM toolbox with Retrieval Augmented Generation (RAG) techniques, LangChain, and ... En savoir plus

    $44.99 CAD ou Gratuit avec Kobo Plus

  • Grokking Machine Learning

    par Luis Serrano ...
    Discover valuable machine learning techniques you can understand and apply using just high-school math.In Grokking Machine Learning you will learn:Supervised algorithms for classifying and splitting dataMethods for cleaning and simplifying dataMachine learning packages and toolsNeural networks and ensemble methods for complex datasetsGrokking Machine Learning teaches you how to apply ML to your ... En savoir plus

    $65.99 CAD

  • Informed Machine Learning

    Modifié par Daniel Schulz, Christian Bauckhage ...
    Collections series Cognitive Technologies
    This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced combinations with deep learning, say, in the form of physical informed neural networks. The book is ... En savoir plus

    Gratuit

  • MATLAB for Neuroscientists

    An Introduction to Scientific Computing in MATLAB

    par Michael E. Lusignan, Marc D. Benayoun, Tanya I. Baker, Adam Seth Dickey, Nicholas G. Hatsopoulos, Pascal Wallisch ...
    MATLAB for Neuroscientists serves as the only complete study manual and teaching resource for MATLAB, the globally accepted standard for scientific computing, in the neurosciences and psychology. This unique introduction can be used to learn the entire empirical and experimental process (including stimulus generation, experimental control, data collection, data analysis, modeling, and more), and ... En savoir plus

    $88.99 CAD

  • Introduction To Machine Learning In Quantitative Finance, An

    par Hao Ni, Xin Dong, Jinsong Zheng, Guangxi Yu ...
    Collections series Advanced Textbooks In Mathematics
    In today's world, we are increasingly exposed to the words 'machine learning' (ML), a term which sounds like a panacea designed to cure all problems ranging from image recognition to machine language translation. Over the past few years, ML has gradually permeated the financial sector, reshaping the landscape of quantitative finance as we know it.An Introduction to Machine Learning in Quantitative ... En savoir plus

    $41.99 CAD

  • Introduction to Deep Learning

    From Logical Calculus to Artificial Intelligence

    par Sandro Skansi ...
    Collections series Computer Science (R0)
    This textbook presents a concise, accessible and engaging first introduction to deep learning, offering a wide range of connectionist models which represent the current state-of-the-art. The text explores the most popular algorithms and architectures in a simple and intuitive style, explaining the mathematical derivations in a step-by-step manner. The content coverage includes convolutional ... En savoir plus

    $64.09 CAD

  • Hands-On Neural Networks with Keras

    Design and create neural networks using deep learning and artificial intelligence principles

    par Niloy Purkait ...
    Your one-stop guide to learning and implementing artificial neural networks with Keras effectivelyKey FeaturesDesign and create neural network architectures on different domains using KerasIntegrate neural network models in your applications using this highly practical guideGet ready for the future of neural networks through transfer learning and predicting multi network modelsBook ... En savoir plus

    $37.99 CAD ou Gratuit avec Kobo Plus

  • Exploratory Data Analysis with MATLAB

    par Wendy L. Martinez, Angel R. Martinez, Jeffrey Solka ...
    Collections series Chapman & Hall/CRC Computer Science & Data Analysis
    Praise for the Second Edition:"The authors present an intuitive and easy-to-read book. … accompanied by many examples, proposed exercises, good references, and comprehensive appendices that initiate the reader unfamiliar with MATLAB."—Adolfo Alvarez Pinto, International Statistical Review"Practitioners of EDA who use MATLAB will want a copy of this book. … The authors have done a great service by ... En savoir plus

    $100.30 CAD

  • Emotion Recognition

    A Pattern Analysis Approach

    par Amit Konar, Aruna Chakraborty ...
    A timely book containing foundations and current research directions on emotion recognition by facial expression, voice, gesture and biopotential signalsThis book provides a comprehensive examination of the research methodology of different modalities of emotion recognition. Key topics of discussion include facial expression, voice and biopotential signal-based emotion recognition. Special ... En savoir plus

    $160.99 CAD