Machine Learning from Scratch: A Developer's Guide to Building Intelligent Systems - Tapa blanda

Machine Learning from Scratch (Paperback)

Paperback. Condición: new. Paperback. Are you tired of machine learning feeling like a black box?"Machine Learning from Scratch" rips the lid off, demystifying the core algorithms that power modern AI. This book is your hands-on guide to not just using machine learning, but truly understanding it by building intelligent systems from the ground up. Forget mindlessly importing libraries; here, you'll write the code that makes them work.Master the essential building blocks of AI by implementing fundamental models like Linear Regression, Neural Networks, and even the Transformer architecture behind large language models.1 You'll progress from crafting a single neuron to assembling a complete Convolutional Neural Network, gaining an intuitive grasp of the mechanics at every step.This guide takes you beyond the algorithm and through the complete end-to-end project lifecycle. You will learn to frame business problems, perform expert feature engineering, and deploy your models as live, containerized APIs. Finally, you'll confront the critical challenges of the modern developer, exploring model interpretability with LIME and SHAP and tackling the ethical responsibilities of building fair and secure AI.Stop being a code consumer and become a true architect of intelligent systems.Buy your copy now and start your journey to machine learning mastery. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Nº de ref. del artículo: 9798270116460

Contactar al vendedor