Prologue - Machine learning for predictive data analytics - From data to knowledge and decisions - Data exploration - Information-based learning - Similarity-based learning - Probability-based learning - Error-based learning - Deep learning - Evaluation - Beyond prediction: unsupervised learning - Beyond prediction: reinforcement learning - Case study:...