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From Zero to LLM Serie de eBooks

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  • From Zero to LLM

    Machine Learning from First Principles to Large Language Models

    de Zero to the Zeroth ...
    Series Libro 1 - From Zero to LLM
    Ask how a chatbot works and you usually get one of two answers. "It predicts the next word" is true but doesn't explain how the prediction gets good. The other answer opens with a page of equations. This book takes the road between them.It starts with a café trying to predict tomorrow's iced-latte sales and builds, one idea at a time, to the models behind ChatGPT, Claude, and Gemini. Every step is ... Leer más

    $12.99 USD o gratis con Kobo Plus

  • From Zero to LLM 2

    How Frontier Models Learned to Reason, Got Cheap, and Went to Work

    de Zero to the Zeroth ...
    Series Libro 2 - From Zero to LLM
    When the first reasoning models appeared, nobody knew what would come next. The two years that followed changed more than the decade before them.This book takes those two years apart in six stages. First the reward changed hands: verifiable rewards (RLVR) replaced the human judge with a program, GRPO kept evolving, reasoning turned out to be cheap to distill, and reward hacking grew alongside it ... Leer más

    $12.99 USD o gratis con Kobo Plus

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  • Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

    de Aurélien Géron ...
    Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) ... Leer más

    $55.99 USD

  • Hands-On Machine Learning with Scikit-Learn and PyTorch

    Concepts, Tools, and Techniques to Build Intelligent Systems

    de Aurélien Géron ...
    The potential of machine learning today is extraordinary, yet many aspiring developers and tech professionals find themselves daunted by its complexity. Whether you're looking to enhance your skill set and apply machine learning to real-world projects or are simply curious about how AI systems function, this book is your jumping-off place.With an approachable yet deeply informative style, author ... Leer más

    $55.99 USD

  • Generative AI with Python and TensorFlow 2

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

    de Joseph Babcock, Raghav Bali ...
    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 ... Leer más

    $50.99 USD o gratis con Kobo Plus

  • Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits

    A practical guide to implementing supervised and unsupervised machine learning algorithms in Python

    de Tarek Amr ...
    Integrate scikit-learn with various tools such as NumPy, pandas, imbalanced-learn, and scikit-surprise and use it to solve real-world machine learning problemsKey FeaturesDelve into machine learning with this comprehensive guide to scikit-learn and scientific PythonMaster the art of data-driven problem-solving with hands-on examplesFoster your theoretical and practical knowledge of supervised and ... Leer más

    $27.99 USD o gratis con Kobo Plus

  • TensorFlow for Deep Learning

    From Linear Regression to Reinforcement Learning

    de Bharath Ramsundar, Reza Bosagh Zadeh ...
    Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing video, and predicting the ... Leer más

    $43.99 USD

  • Designing Large Language Model Applications

    A Holistic Approach to LLMs

    de Suhas Pai ...
    Large language models (LLMs) have proven themselves to be powerful tools for solving a wide range of tasks, and enterprises have taken note. But transitioning from demos and prototypes to full-fledged applications can be difficult. This book helps close that gap, providing the tools, techniques, and playbooks that practitioners need to build useful products that incorporate the power of language ... Leer más

    $48.99 USD

  • Deep Learning Illustrated

    A Visual, Interactive Guide to Artificial Intelligence

    de Jon Krohn, Grant Beyleveld, Aglaé Bassens ...
    Series series Addison-Wesley Data & Analytics Series
    "The authors’ clear visual style provides a comprehensive look at what’s currently possible with artificial neural networks as well as a glimpse of the magic that’s to come."– Tim Urban, author of Wait But WhyFully Practical, Insightful Guide to Modern Deep LearningDeep learning is transforming software, facilitating powerful new artificial intelligence capabilities, and driving unprecedented ... Leer más

    $43.99 USD

  • Foundations of Deep Reinforcement Learning

    Theory and Practice in Python

    de Laura Graesser, Wah Loon Keng ...
    Series series Addison-Wesley Data & Analytics Series
    The Contemporary Introduction to Deep Reinforcement Learning that Combines Theory and PracticeDeep reinforcement learning (deep RL) combines deep learning and reinforcement learning, in which artificial agents learn to solve sequential decision-making problems. In the past decade deep RL has achieved remarkable results on a range of problems, from single and multiplayer games—such as Go, Atari ... Leer más

    $43.99 USD

  • Interpretable Machine Learning with Python

    Learn to build interpretable high-performance models with hands-on real-world examples

    de Serg Masís ...
    A deep and detailed dive into the key aspects and challenges of machine learning interpretability, complete with the know-how on how to overcome and leverage them to build fairer, safer, and more reliable modelsKey FeaturesLearn how to extract easy-to-understand insights from any machine learning modelBecome well-versed with interpretability techniques to build fairer, safer, and more reliable ... Leer más

    $41.99 USD o gratis con Kobo Plus

  • Generative AI with Python and PyTorch

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

    de 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 ... Leer más

    $39.99 USD o gratis con Kobo Plus