MATLAB Machine Learning Projects: Build Smart Models with Data Preprocessing, Deep Learning, and Neural Networks with Complete MATLAB Scripts
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Paperback
En stock
0.54 kg
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Nuevo
Amazon
USA
- MATLAB Machine Learning Projects: Build Smart Models with Data Preprocessing, Deep Learning, and Neural Networks with Complete MATLAB Scripts is your hands-on guide to mastering machine learning using MATLAB’s robust environment. Whether you’re a student, engineer, data analyst, or researcher, this book helps you build intuitive understanding by walking you through complete, ready-to-use solutions—from raw data to fully trained and deployable models.Inside, you’ll learn how to handle real datasets and implement predictive models, clustering solutions, neural networks, and deep learning architectures. Every chapter is structured around a practical project, helping you not only learn the techniques but also understand why and how they work—giving you the confidence to apply them in real-life applications.From preprocessing messy datasets, training and evaluating models, to deploying full systems using MATLAB Compiler and GUI apps, this book is designed to turn you into a self-sufficient ML engineer.What you'll get:Step-by-step implementation of supervised and unsupervised learning modelsHands-on projects using classification, regression, clustering, anomaly detection, and forecastingFull coverage of neural networks, CNNs, LSTMs, and transfer learningPreprocessing techniques, feature engineering, and dimensionality reductionDeployment-ready scripts and GUI interfaces using App DesignerExpert use of MATLAB tools like fitcauto, bayesopt, ClassificationLearner, and moreAll examples are complete and runnable in MATLAB no guesswork, no skipped steps. Whether you’re analyzing sensor data, segmenting customers, detecting fraud, forecasting traffic, or classifying medical images, this book equips you with the practical tools and confidence to do it all right from MATLAB.Take control of your machine learning skills. Start building smart systems today with complete, real-world MATLAB projects. Scroll up and click “Buy Now” to get started with real machine learning done right in MATLAB.
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