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florent poux

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  • 3D Data Science with Python

    Building Accurate Digital Environments with 3D Point Cloud Workflows

    by Florent Poux ...
    Our physical world is grounded in three dimensions. To create technology that can reason about and interact with it, our data must be 3D too. This practical guide offers data scientists, engineers, and researchers a hands-on approach to working with 3D data using Python. From 3D reconstruction to 3D deep learning techniques, you'll learn how to extract valuable insights from massive datasets, ... Read more

    $48.99 USD

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  • Hands-On Large Language Models

    Language Understanding and Generation

    AI has acquired startling new language capabilities in just the past few years. Driven by the rapid advances in deep learning, language AI systems are able to write and understand text better than ever before. This trend enables the rise of new features, products, and entire industries. With this book, Python developers will learn the practical tools and concepts they need to use these ... Read more

    $48.99 USD

  • Deep Learning with Python, Second Edition

    Unlock the groundbreaking advances of deep learning with this extensively revised edition of the bestselling original. Learn directly from the creator of Keras and master practical Python deep learning techniques that are easy to apply in the real world.In Deep Learning with Python, Second Edition you will learn:Deep learning from first principlesImage classification & image segmentationTimeseries ... Read more

    $43.99 USD

  • Generative AI with Python and TensorFlow 2

    Create images, text, and music with VAEs, GANs, LSTMs, Transformer models

    This edition is heavily outdated and we have a new edition with PyTorch examples published!Key FeaturesCode examples are in TensorFlow 2, which make it easy for PyTorch users to follow alongLook inside the most famous deep generative models, from GPT to MuseGANLearn to build and adapt your own models in TensorFlow 2.xExplore exciting, cutting-edge use cases for deep generative AIBook ... Read more

    $50.39 USD or Free with Kobo Plus

  • Deep Learning with TensorFlow and Keras

    Build and deploy supervised, unsupervised, deep, and reinforcement learning models, 3rd Edition

    Build cutting edge machine and deep learning systems for the lab, production, and mobile devices.Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesUnderstand the fundamentals of deep learning and machine learning through clear explanations and extensive code samplesImplement graph neural networks, transformers using Hugging Face and TensorFlow Hub, and joint and ... Read more

    $35.99 USD or Free with Kobo Plus

  • Feature Engineering for Machine Learning

    Principles and Techniques for Data Scientists

    Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, ... Read more

    $36.79 USD

  • Hands-On Computer Vision with TensorFlow 2

    Leverage deep learning to create powerful image processing apps with TensorFlow 2.0 and Keras

    A practical guide to building high performance systems for object detection, segmentation, video processing, smartphone applications, and moreKey FeaturesDiscover how to build, train, and serve your own deep neural networks with TensorFlow 2 and KerasApply modern solutions to a wide range of applications such as object detection and video analysisLearn how to run your models on mobile devices and ... Read more

    $27.89 USD or Free with Kobo Plus

  • Generative AI on AWS

    Building Context-Aware Multimodal Reasoning Applications

    Companies today are moving rapidly to integrate generative AI into their products and services. But there's a great deal of hype (and misunderstanding) about the impact and promise of this technology. With this book, Chris Fregly, Antje Barth, and Shelbee Eigenbrode from AWS help CTOs, ML practitioners, application developers, business analysts, data engineers, and data scientists find practical ... Read more

    $48.99 USD

  • Ultimate Neural Network Programming with Python: Create Powerful Modern AI Systems by Harnessing Neural Networks with Python, Keras, and TensorFlow

    by Vishal Rajput ...
    Master Neural Networks for Building Modern AI Systems.Key Features● Comprehensive Coverage of Foundational AI Concepts and Theories.● In-Depth Exploration of Maths Behind Neural Network Mathematics.● Effective Strategies for Structuring Deep Learning Code.● Real-world applications of AI Principles and Techniques.Book DescriptionThis book is a practical guide to the world of Artificial... ... Read more

    $24.95 USD or Free with Kobo Plus

  • A Dictionary of Computer Science

    Series series Oxford Quick Reference
    Previously named A Dictionary of Computing, this bestselling dictionary has been renamed A Dictionary of Computer Science, and fully revised by a team of computer specialists, making it the most up-to-date and authoritative guide to computing available. Containing over 6,500 entries and with expanded coverage of multimedia, computer applications, networking, and personal computer science, it is a ... Read more

    $18.99 USD

  • Practical Discrete Mathematics

    Discover math principles that fuel algorithms for computer science and machine learning with Python

    A practical guide simplifying discrete math for curious minds and demonstrating its application in solving problems related to software development, computer algorithms, and data scienceKey FeaturesApply the math of countable objects to practical problems in computer scienceExplore modern Python libraries such as scikit-learn, NumPy, and SciPy for performing mathematicsLearn complex statistical ... Read more

    $43.19 USD or Free with Kobo Plus

  • Practical Machine Learning for Computer Vision

    End-to-End Machine Learning for Images

    This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introduction to end-to-end deep learning: dataset ... Read more

    $55.99 USD