{"product_id":"machines-learning-for-beginners-bobby-foster-9783988315175","title":"Machines Learning for Beginners: A Beginner's Guide to the World of Machine Learning (2023)","description":"\u003cp\u003e\"Machines Learning for Beginners: A Beginner's Guide to the World of Machine Learning\" is your essential handbook for stepping into the realm of machine learning with confidence. This beginner-friendly book provides a solid foundation in machine learning concepts, making complex ideas accessible to anyone eager to explore this cutting-edge field.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eInside this introductory guide, you'll uncover: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eMachine Learning Fundamentals: \u003c\/strong\u003e A clear and concise introduction to the core principles and terminology of machine learning.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eTypes of Machine Learning: \u003c\/strong\u003e An exploration of supervised, unsupervised, and reinforcement learning, along with their real-world applications.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eAlgorithms Demystified: \u003c\/strong\u003e Insights into popular machine learning algorithms like linear regression, decision trees, and neural networks, explained in plain language.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eData Preparation: \u003c\/strong\u003e How to collect, clean, and preprocess data to make it suitable for machine learning models.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eModel Building: \u003c\/strong\u003e Step-by-step guidance on building, training, and evaluating machine learning models to solve practical problems.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFeature Engineering: \u003c\/strong\u003e Techniques for selecting and engineering relevant features to improve model performance.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eOverfitting and Bias: \u003c\/strong\u003e Understanding and addressing common challenges such as overfitting and bias in machine learning.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eHands-On Exercises: \u003c\/strong\u003e Practical exercises and projects to apply your newfound knowledge and reinforce your skills.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eReal-World Applications: \u003c\/strong\u003e Case studies that showcase how machine learning is used in fields like healthcare, finance, and natural language processing.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eGetting Started: \u003c\/strong\u003e Tips on setting up your development environment and further resources for deeper learning.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're a student, a professional exploring career opportunities, or simply curious about the potential of machine learning, this guide provides a friendly and comprehensive introduction. \u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003cem\u003eStart your journey into the fascinating world of machine learning today and equip yourself with the skills to shape the future through data-driven insights.\u003c\/em\u003e\u003c\/strong\u003e\u003c\/p\u003eTop of FormBottom of Form\u003cp\u003e \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Bobby Foster\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3988315176\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783988315175\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Bobby Foster\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/01\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 108\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.34lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.22d","brand":"Bobby Foster","offers":[{"title":"Paperback","offer_id":44491411128575,"sku":"9783988315175","price":21.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_5c355820-f5ff-44e0-86fe-e99d6aaf536b.jpg?v=1699451039","url":"https:\/\/www.whiterainbookhouse.com\/products\/machines-learning-for-beginners-bobby-foster-9783988315175","provider":"WR Book House","version":"1.0","type":"link"}