Index
Chapter 1-1. Introduction to AI
...(a). What is AI?
...(b). Applications of AI
... (c). Branches of AI
...(d). Turing Test
...(e). Thinking like Humans
...(f). Rational Agents
...(g). GPS
...(h). Typical AI Problems
...(i). Approaches to AI
...(j). Limits of AI today
...(k). AI History
...(l). Intelligent Agent
1-2. Getting Started to AI
Chapter 2. Classification & Regression using Supervised Learning
... (a). What is Classification?
(i). Preprocessing Data
(ii). Label Encoding
... (b). Logistic Regression Classifier
(i). Naive Bayes Classifier
(ii). Confusion Matrix
... (c). Support Vector Machines
Chapter 1-1. Introduction to AI
...(a). What is AI?
...(b). Applications of AI
... (c). Branches of AI
...(d). Turing Test
...(e). Thinking like Humans
...(f). Rational Agents
...(g). GPS
...(h). Typical AI Problems
...(i). Approaches to AI
...(j). Limits of AI today
...(k). AI History
...(l). Intelligent Agent
1-2. Getting Started to AI
Chapter 2. Classification & Regression using Supervised Learning
... (a). What is Classification?
(i). Preprocessing Data
(ii). Label Encoding
... (b). Logistic Regression Classifier
(i). Naive Bayes Classifier
(ii). Confusion Matrix
... (c). Support Vector Machines