AI in ME 2 (기계공학에서의 AI) 강좌소개 : edwith

AI in ME 2 (기계공학에서의 AI)

KAIST 기계공학과 박용화, 김형수, 이두용, 황보제민 KOOC (KAIST Open Online Course)

강의

AI for Sound and Vibration - Introduction
1. Introduction 1
1. Introduction 2
1. Introduction 3
AI for Sound and Vibration 1
1. Sound Classification 1
1. Sound Classification 2
1. Sound Classification 3
1. Sound Classification 4
AI for Sound and Vibration 2
1. Introduction Biometric authentication
1. Theoretical background : vibration analysis of human body
1. Fundamentals of SVM 1
1. Fundamentals of SVM 2
1. Application: Person identification by SVM 1
1. Application: Person identification by SVM 2
AI for Fluid Mechanics
1. Introduction to reverse optimization
1. Data processing and optimizer for machine learning
1. Machine learning for microfluidics application
1. Machine learning results
AI for Fluid Mechanics 2
1. Flow visualization
1. Three-dimensional flow field measurement
1. Machine-learning as a tool
1. Real time measurement application
AI for Medical Simulation
1. Very Brief Introduction to Medical Simulation 1
1. Very Brief Introduction to Medical Simulation 2
1. Visual Interface & Rendering of Medical Simulation 1
1. Visual Interface & Rendering of Medical Simulation 2
1. Visual Interface & Rendering of Medical Simulation 3
1. Visual Interface & Rendering of Medical Simulation 4
1. Finite Element Model (FEM) of Medical Simulation
AI for robot control 1
1. Problem & Abstraction
1. Formulation 1
1. Formulation 2
1. Value iteration
AI for robot control 2
1. Problem
1. Parameterized policy
1. Policy gradient theorem
1. Training the value function