Useful Links

Research and Development

• Statistical/Computational Learning Theory and Statistical Inference

  • Machine Learning

    • Deep Learning

    • Reinforcement Learning (RL)

    • Support Vector Machine (SVM)

    • Ensemble Learning

  • Bayesian Filtering

  • Decision and Planning

• Computer Vision, Language Processing, and Pattern Recognition

  • Object Detection and Localization

  • Object Recognition

  • Feature Analysis

• Robotics and Control Theory

  • Navigation and SLAM

  • Task and Motion Planning

• Machine Science and Mechanism Design

  • Kinematics and Dynamics

  • Computer-Aided Design (CAD)

• Mathematics and Scientific Computation

  • Optimization

• Data Science

  • Big Data Analytics

  • Data Mining

  • Data Visualization

• S/W Engineering

  • Programming Resources

  • Computer-Aided Software Engineering (CASE)

• Knowledge Engineering

Datasets

• Technical Datasets

  • Machine Learning

  • Pattern Recognition

  • Computer Vision

• Public Datasets

data.go.kr

data.gov

publicdata.eu

govdata.de

data.gov.uk

data.gouv.fr

dati.gov.it

data.gov.sg

data.go.jp

Google Public Data Explorer

Kaggle Datasets

Online Course

• General

MOOC : Massive Open Online Course

Coursera

edX

KOCW : Korea Open CourseWare

KAIST Coursera

Seoul National University Open CourseWare

MIT OpenCourseWare

Stanford CourseWare

CMU Open Learning Initiative

Open Yale Courses

Google OCW/OER Search

OCWSearch

OCW Finder

• Robotics

RoboticsCourseWare

• Computer Programming

Codecademy

Khan Academy

Code.org

Personal Relationships

• Young-Ho Kim's Site

• Youngmin Park's Site

• Sunglok Choi's Site

• psylogic

• Artificial Intelligence and Media (AIM) Lab at Korea Advanced Institute of Science and Technology (KAIST)

• Mechatronics and Robotics Lab at Yonsei University