Artificial intelligence (AI) is intelligence exhibited by intelligent agents(machines), rather than humans or other animals. AI research focus on the study of intelligent agents: any programmed device that senses its environment and takes actions that maximize its chance of success at some goal. Artificial intelligence concerns techniques that mimic human cognitive functions such as "learning" and "problem solving".
[Part 0 AI Intro & Agent Building]
[Part 1 Traditional AI]
[Part 2 Machine Learning AI]
- Handson-1-cn (Machine Learning landscape)
- Handson-2-cn (End-to-End ML project)
- Handson-3-cn (Classification)
- Handson-4-cn (Linear Models)
- Handson-5-cn (Support Vector Machines)
- Handson-6-cn (Decisioon Trees)
- Handson-7-cn (Ensemble Models)
- Handson-8-cn (Dimensions Reduction)
[Part 3 Deep Learning AI]