ARTIFICIAL INTELLIGENCE (AI), A TEXTBOOK - KDnuggets

This book covers the broader field of artificial intelligence. The book carefully balances coverage between classical AI (logic or deductive reasoning) and modern AI (inductive learning and neural networks). Deductive reasoning methods: These methods start with pre-defined hypotheses and reason with them in order to arrive at logically sound conclusions. The underlying methods include search and logic-based methods. These methods are discussed in Chapters 1 through 5. Inductive learning methods: These methods start with examples and use statistical methods in order to arrive at hypotheses.