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“hannes hapke”

Showing 1 - 12 of 12 results for “hannes hapke”
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  • Generative AI Design Patterns

    Solutions to Common Challenges When Building GenAI Agents and Applications

    by Valliappa Lakshmanan, Hannes Hapke ...
    Generative AI enables powerful new capabilities, but they come with some serious limitations that you'll have to tackle to ship a reliable application or agent. Luckily, experts in the field have compiled a library of 32 tried-and-true design patterns to address the challenges you're likely to encounter when building applications using LLMs, such as hallucinations, nondeterministic responses, and ... Read more

    $48.99 USD

  • Machine Learning Production Systems

    Engineering Machine Learning Models and Pipelines

    by Robert Crowe, Hannes Hapke, Emily Caveness, Di Zhu ...
    Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting—especially for recent ML graduates and those moving from research to a commercial environment. Whether you currently work to create products and services that use ML, or would like to in the future, this practical book gives you a broad view of the ... Read more

    $48.99 USD

  • Building Machine Learning Pipelines

    by Hannes Hapke, Catherine Nelson ...
    Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You’ll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus ... Read more

    $48.99 USD

  • Natural Language Processing in Action

    Understanding, analyzing, and generating text with Python

    by Hannes Hapke, Cole Howard, Hobson Lane ...
    SummaryNatural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyRecent advances in deep learning empower applications to understand text and ... Read more

    $38.99 USD

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  • Python: Real World Machine Learning

    by Prateek Joshi, John Hearty, Bastiaan Sjardin, Luca Massaron, Alberto Boschetti ...
    Learn to solve challenging data science problems by building powerful machine learning models using PythonAbout This BookUnderstand which algorithms to use in a given context with the help of this exciting recipe-based guideThis practical tutorial tackles real-world computing problems through a rigorous and effective approachBuild state-of-the-art models and develop personalized recommendations to ... Read more

    $64.79 USD or Free with Kobo Plus

  • Advanced Machine Learning with Python

    Solve challenging data science problems by mastering cutting-edge machine learning techniques in Python

    by John Hearty ...
    Solve challenging data science problems by mastering cutting-edge machine learning techniques in PythonKey Features\[\*\] Resolve complex machine learning problems and explore deep learning\[\*\] Learn to use Python code for implementing a range of machine learning algorithms and techniques\[\*\] A practical tutorial that tackles real-world computing problems through a rigorous and effective ... Read more

    $37.79 USD or Free with Kobo Plus

  • Hands-On Transfer Learning with Python

    Implement advanced deep learning and neural network models using TensorFlow and Keras

    by Dipanjan Sarkar, Raghav Bali, Tamoghna Ghosh ...
    Deep learning simplified by taking supervised, unsupervised, and reinforcement learning to the next level using the Python ecosystemKey FeaturesBuild deep learning models with transfer learning principles in Pythonimplement transfer learning to solve real-world research problemsPerform complex operations such as image captioning neural style transferBook DescriptionTransfer learning is a machine ... Read more

    $37.79 USD or Free with Kobo Plus

  • Mastering Machine Learning on AWS

    Advanced machine learning in Python using SageMaker, Apache Spark, and TensorFlow

    by Dr. Saket S.R. Mengle, Maximo Gurmendez ...
    Gain expertise in ML techniques with AWS to create interactive apps using SageMaker, Apache Spark, and TensorFlow.Key FeaturesBuild machine learning apps on AWS using SageMaker, Apache Spark, and TensorFlowLearn model optimization and understand how to scale your models using simple and secure APIsDevelop, train, tune, and deploy neural network models to accelerate model performance in the ... Read more

    $26.59 USD or Free with Kobo Plus

  • Designing Machine Learning Systems

    An Iterative Process for Production-Ready Applications

    by Chip Huyen ...
    Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments ... Read more

    $41.09 USD

    Also available as: Audiobook

    Also available as: Audiobook

  • LLM Engineer's Handbook

    Master the art of engineering large language models from concept to production

    by Paul Iusztin, Maxime Labonne ...
    Step into the world of LLMs with this practical guide that takes you from the fundamentals to deploying advanced applications using LLMOps best practices Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesBuild and refine LLMs step by step, covering data preparation, RAG, and fine-tuningLearn essential skills for deploying and monitoring LLMs, ensuring optimal ... Read more

    $43.19 USD or Free with Kobo Plus

  • Machine Learning Design Patterns

    by Valliappa Lakshmanan, Sara Robinson, Michael Munn ...
    The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice.In this book, you will find detailed ... Read more

    $41.99 USD

  • Building AI Agents with LLMs, RAG, and Knowledge Graphs

    A practical guide to autonomous and modern AI agents

    by Salvatore Raieli, Gabriele Iuculano ...
    Master LLM fundamentals to advanced techniques like RAG, reinforcement learning, and knowledge graphs to build, deploy, and scale intelligent AI agents that reason, retrieve, and act autonomously DRM-free PDF version + access to Packt's next-gen ReaderKey FeaturesImplement RAG and knowledge graphs for advanced problem-solvingLeverage innovative approaches like LangChain to create real-world ... Read more

    $43.99 USD or Free with Kobo Plus