AI Mastery: Intermediate Edition (Applied Machine Learning & Pipelines)

Bridge the gap between theoretical knowledge and real-world implementation. AI Mastery: Intermediate Edition takes you deep into the mechanics of data engineering, preprocessing pipelines, and robust predictive modeling. Master cross-validation strategies, implement Support Vector Machines (SVM), and leverage powerful ensemble techniques like Random Forests and Gradient Boosting. Complete with architectural breakdowns of foundational neural networks and hyperparameter tuning methods, this book equips you to build and optimize production-grade machine learning models.