{"product_id":"machine-learning-101-gilbert-gutirrez-9798309400607","title":"Machine Learning 101: From Zero to Hero","description":"\u003ci\u003e\u003cb\u003e(Book 4 of AI from Scratch: Step-by-Step Guide to Mastering Artificial Intelligence)\u003c\/b\u003e\u003c\/i\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eUnlock the Power of Machine Learning-From Absolute Beginner to ML Expert\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eAre you eager to understand Machine Learning (ML) but unsure where to start? Do terms like neural networks, supervised learning, and model optimization seem intimidating? \u003cb\u003eMachine Learning 101: From Zero to Hero\u003c\/b\u003e is the ultimate beginner-friendly guide designed to take you from a complete novice to a confident ML practitioner-step by step. \u003cp\u003e\u003c\/p\u003eThis book is the fourth installment in the \u003cb\u003eAI from Scratch\u003c\/b\u003e series, offering an easy-to-follow, hands-on approach to mastering machine learning concepts and applications. Whether you're a student, developer, entrepreneur, or AI enthusiast, this book provides real-world examples, practical exercises, and Python-based coding tutorials to help you grasp machine learning fundamentals and apply them effectively. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eMachine Learning Fundamentals\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eWhat is Machine Learning? How does it work?\u003c\/li\u003e\n\u003cli\u003eThe difference between supervised, unsupervised, and reinforcement learning\u003c\/li\u003e\n\u003cli\u003eEssential mathematical concepts (Linear Algebra, Probability, Statistics)\u003c\/li\u003e\n\u003cli\u003eHow to collect, clean, and preprocess data for ML models\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eSupervised \u0026amp; Unsupervised Learning\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eBuilding Regression Models (Linear, Polynomial, Ridge, Lasso)\u003c\/li\u003e\n\u003cli\u003eMastering Classification Algorithms (Decision Trees, Logistic Regression, SVMs)\u003c\/li\u003e\n\u003cli\u003eClustering techniques like K-Means, DBSCAN, and Hierarchical Clustering\u003c\/li\u003e\n\u003cli\u003eReducing data complexity with PCA, t-SNE, and Autoencoders\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eDeep Learning \u0026amp; Advanced ML\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eUnderstanding Artificial Neural Networks (ANNs) and Deep Learning\u003c\/li\u003e\n\u003cli\u003eImplementing CNNs for Image Processing and RNNs for Time-Series Data\u003c\/li\u003e\n\u003cli\u003eOptimizing models with Hyperparameter Tuning, Cross-Validation, and Regularization\u003c\/li\u003e\n\u003cli\u003eHands-on coding with Scikit-learn, TensorFlow, and PyTorch\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eReal-World Applications \u0026amp; Career Guidance\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eMachine Learning in Healthcare, Finance, and E-Commerce\u003c\/li\u003e\n\u003cli\u003eEthical considerations \u0026amp; avoiding bias in AI models\u003c\/li\u003e\n\u003cli\u003eThe future of ML: AutoML, Federated Learning, and Quantum AI\u003c\/li\u003e\n\u003cli\u003eCareer roadmap: ML certifications, job roles, and portfolio building\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eWho Is This Book For?\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eBeginners \u0026amp; Students - No prior ML knowledge required! Learn step by step.\u003c\/li\u003e\n\u003cli\u003eSoftware Developers \u0026amp; Engineers - Transition into AI with hands-on coding exercises.\u003c\/li\u003e\n\u003cli\u003eEntrepreneurs \u0026amp; Business Leaders - Discover how ML can drive business success.\u003c\/li\u003e\n\u003cli\u003eAI Enthusiasts \u0026amp; Researchers - Gain a structured foundation to advance your AI journey.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eWhy Read This Book?\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eStep-by-step approach - Learn ML concepts in a structured and beginner-friendly manner\u003c\/li\u003e\n\u003cli\u003eHands-on coding exercises - Build real ML models using Python, TensorFlow, and Scikit-learn\u003c\/li\u003e\n\u003cli\u003eIndustry case studies - See how ML is applied in finance, healthcare, and tech\u003c\/li\u003e\n\u003cli\u003eActionable learning - Work on practical projects and develop an ML portfolio\u003c\/li\u003e\n\u003cli\u003eUp-to-date content - Covers modern ML trends like AutoML and Quantum AI\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eYour Journey from Zero to Hero Starts Here!\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eMachine Learning is transforming industries, and the demand for ML skills is higher than ever. Whether you're looking to start a career in AI, optimize business processes, or simply expand your technical knowledge, Machine Learning 101: From Zero to Hero will guide you every step of the way. \u003cp\u003e\u003c\/p\u003eStart your ML journey today-unlock the potential of AI and become an ML hero!\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Gilbert Guti?rrez\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798309400607\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/04\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 398\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.02lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.82d","brand":"Gilbert Guti?rrez","offers":[{"title":"Paperback","offer_id":46670653784319,"sku":"9798309400607","price":29.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-101-gilbert-gutirrez-9798309400607","provider":"WR Book House","version":"1.0","type":"link"}