{"product_id":"machine-learning-complete-crash-course-with-test-q-a-9798305850185","title":"Machine Learning: Complete Crash Course with Test Q\u0026A","description":"\u003cp\u003e • Author(s): Yatendra Kumar Singh Manuh\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\u003eWelcome to \u003cb\u003e\"Machine Learning - Complete Crash Course with Test Q\u0026amp;A\"\u003c\/b\u003e, your comprehensive guide to mastering the fascinating world of machine learning. This book is designed to equip you with the essential knowledge and skills needed to understand, build, and evaluate machine learning models, preparing you for certification and real-world applications.\u003c\/p\u003e\u003cb\u003eWhy Machine Learning?\u003c\/b\u003e\u003cp\u003eMachine learning is revolutionizing various industries, from healthcare and finance to marketing and transportation. It empowers computers to learn from data and make intelligent decisions, leading to innovations that enhance our daily lives. Whether you're a budding data scientist, a software engineer looking to expand your skill set, or a professional seeking to leverage machine learning in your field, this course is your gateway to unlocking the potential of this transformative technology.\u003c\/p\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cp\u003eThis crash course is structured into 11 comprehensive chapters, each focusing on a crucial aspect of machine learning. Here's a glimpse of what you'll explore: \u003c\/p\u003e\u003col\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eIntroduction to Machine Learning\u003c\/b\u003e: Understand the fundamentals, history, and types of machine learning.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eData Preprocessing and Exploration\u003c\/b\u003e: Learn how to prepare and explore your data for meaningful insights.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eSupervised Learning - Regression\u003c\/b\u003e: Dive into linear, polynomial, and regularized regression techniques.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eSupervised Learning - Classification\u003c\/b\u003e: Master classification algorithms like logistic regression, SVM, and decision trees.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eUnsupervised Learning\u003c\/b\u003e: Explore clustering, dimensionality reduction, and anomaly detection.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eNeural Networks and Deep Learning\u003c\/b\u003e: Discover the power of neural networks, CNNs, RNNs, and deep learning frameworks.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eReinforcement Learning\u003c\/b\u003e: Delve into the fundamentals and applications of reinforcement learning.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eModel Selection and Optimization\u003c\/b\u003e: Learn cross-validation, hyperparameter tuning, and model ensembling techniques.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eModel Deployment and Maintenance\u003c\/b\u003e: Understand strategies for deploying, monitoring, and maintaining models in production.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eEthical and Responsible AI\u003c\/b\u003e: Explore fairness, bias, privacy, and interpretability in AI.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eCapstone Project\u003c\/b\u003e: Apply your knowledge to a real-world problem, from project selection to deployment.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ol\u003e\u003cb\u003eInteractive Learning with Test Q\u0026amp;A\u003c\/b\u003e\u003cp\u003eEach chapter concludes with a set of test questions and answers, allowing you to assess your understanding and reinforce your learning. These questions are designed to challenge your knowledge and help you prepare for certification exams.\u003c\/p\u003e\u003cb\u003eGetting Started\u003c\/b\u003e\u003cp\u003eNo prior experience in machine learning? No problem! This course starts with the basics and gradually builds up to advanced topics. Whether you're a beginner or have some experience, you'll find this course valuable and engaging.\u003c\/p\u003e\u003cp\u003eEmbark on this learning journey and discover the exciting possibilities that machine learning offers. Let's dive in and start transforming data into intelligence!\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45559754358935,"sku":"9798305850185","price":644.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798305850185.webp?v=1768595873","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-complete-crash-course-with-test-q-a-9798305850185","provider":"Atlantic Books","version":"1.0","type":"link"}