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Kirill Kolodiazhnyi
Hands-On Machine Learning with C
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4536608Hands-On Machine Learning with Chttps://www.gandhi.com.mx/hands-on-machine-learning-with-c-9781805126140/phttps://gandhi.vtexassets.com/arquivos/ids/4296791/image.jpg?v=638694601255730000739821MXNPackt PublishingInStock/Ebooks/4362328Hands-On Machine Learning with C739821https://www.gandhi.com.mx/hands-on-machine-learning-with-c-9781805126140/phttps://gandhi.vtexassets.com/arquivos/ids/4296791/image.jpg?v=638694601255730000InStockMXN99999DIEbook20259781805126140_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9781805126140_<p><b>Implement supervised and unsupervised machine learning algorithms using C libraries such as PyTorch C API, TensorFlow C API, Flashlight, mlpack, and dlib with the help of real-world examples and datasets</b></p><h2>Key Features</h2><ul><li>Become familiar with data processing, performance measuring, and model selection using various C libraries</li><li>Implement practical machine learning and deep learning techniques to build smart models</li><li>Deploy machine learning models to work on mobile and embedded devices</li></ul><h2>Book Description</h2>C can make your machine learning models run faster and more efficiently. This handy guide will help you learn the fundamentals of machine learning (ML), showing you how to use C libraries to get the most out of your data. This book makes machine learning with C for beginners easy with its example-based approach, demonstrating how to implement supervised and unsupervised ML algorithms through real-world examples. This book will get you hands-on with tuning and optimizing a model for different use cases, assisting you with model selection and the measurement of performance. Youll cover techniques such as product recommendations, ensemble learning, anomaly detection, sentiment analysis, and object recognition using modern C libraries such as PyTorch C API, TensorFlow C API, Flashlight, mlpack, and dlib. Next, youll explore neural networks, deep learning and transfer learning that allows to use pre-trained models. Later, youll learn how to handle production and deployment challenges on mobile and cloud platforms, and how the ONNX model format can help you in such tasks. Also, youll see how to extend existing deep-learning frameworks with new operations. By the end of this C book, you will have real-world machine learning and C knowledge, as well as the skills to use C to build powerful ML systems.<h2>What you will learn</h2><ul><li>Explore how to load and pre-process various data types to suitable C data structures</li><li>Employ key machine learning algorithms with various C libraries</li><li>Understand how to find the best parameters for a machine learning model</li><li>Use anomaly detection for filtering user data</li><li>Apply collaborative filtering to deal with dynamic user preferences</li><li>Use C libraries and APIs to manage model structures and parameters</li><li>Build a C program for object detection with advanced neural networks</li><li>Extend machine learning frameworks with custom operators written in C</li></ul><h2>Who this book is for</h2><p>You will find this C machine learning book useful if you want to get started with machine learning algorithms and techniques using the popular C language. As well as being a useful first course in machine learning with C, this book will also appeal to data analysts, data scientists, and machine learning developers who are looking to implement different machine learning models in production using varied datasets and examples. Working knowledge of the C programming language is mandatory to get started with this book.</p>...9781805126140_Packt Publishingpreventa9781805126140_9781805126140Kirill KolodiazhnyiInglésMéxico2025-01-24T00:00:00+00:002025-01-24T00:00:00+00:00https://getbook.kobo.com/koboid-prod-public/packt-epub-4c09eeb3-5ae2-415d-a51d-fd76814cf642.epubPackt Publishing