{"product_id":"practical-machine-learning-projects-end-to-end-ai-solutions-with-python-9798291847466","title":"Practical Machine Learning Projects: End-to-End AI Solutions with Python","description":"\u003cp\u003e • Author(s): Greyson Chesterfield\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Computer Vision \u0026amp; Pattern Recognit\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003e\u003cb\u003ePractical Machine Learning Projects - End-to-End AI Solutions with Python\u003c\/b\u003e\u003c\/i\u003e is your ultimate guide to mastering machine learning by building fully functional, real-world applications. Whether you're a data enthusiast, software developer, or aspiring AI engineer, this hands-on book bridges the gap between theory and practice with project-based learning that delivers immediate, practical value.\u003c\/p\u003e\u003cp\u003eDive into a curated collection of industry-grade projects that cover the entire machine learning lifecycle-from data preprocessing and feature engineering to model deployment and performance tuning. You'll learn to solve real business problems using Python and powerful libraries like scikit-learn, TensorFlow, XGBoost, and more.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eInside, you'll build solutions such as: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003ePredictive analytics for sales and demand forecasting\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eImage classification using deep learning and CNNs\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eNatural language processing for sentiment and topic modeling\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eRecommender systems for personalized user experiences\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAnomaly detection in finance and cybersecurity\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEnd-to-end ML pipelines with Flask, FastAPI, and cloud deployment\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eEach chapter is a self-contained project designed to teach you best practices in data handling, model selection, evaluation metrics, and model interpretability. You'll also learn how to integrate your models into real applications, deploy them to the web, and monitor them in production environments.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey Features: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e10+ real-world ML projects with step-by-step instructions\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCovers both classical ML and modern deep learning techniques\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eScalable and reproducible code examples\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eGuidance on model deployment, MLOps, and CI\/CD pipelines\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePerfect for intermediate Python users aiming to go pro in AI\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're preparing for a career in data science or looking to level up your machine learning portfolio, this book provides everything you need to turn ideas into impactful AI solutions.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46333779476631,"sku":"9798291847466","price":1682.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798291847466.webp?v=1768670498","url":"https:\/\/atlanticbooks.com\/products\/practical-machine-learning-projects-end-to-end-ai-solutions-with-python-9798291847466","provider":"Atlantic Books","version":"1.0","type":"link"}