Understanding Machine Learning From Theory to Algorithms
Master machine learning from theory to practice with detailed explanations of core algorithms, evaluation techniques, and a ready-to-use cheat sheet.
Supervised Learning
Supervised vs Unsupervised Learning: Complete Guide with Real Examples
Delve into the two core paradigms of machine learning supervised and unsupervised learning in this comprehensive guide covering algorithms, evaluation strategies, real-world case studies, and practical tips.
Chapter 7: Learning from Data – The Heart of Machine Learning
Comparison of AI learning with labeled vs unlabeled data through intuitive illustrations.