Variational Inference
Information Theory 정보이론(Information Theory): 신호에 존재하는 정보의 양을 측정하는 이론으로서, 특정 확률분포의 특성을 알아내거나, 두 확률분포 간 유사성을 정량화하는 데 사용함 Shannon’s Information Theory Principles 자주 발생하지 않는 사...
Data Scientist
Markov Chain Monte Carlo
Based on the lecture “Bayesian Modeling (2024-1)” by Prof. Yeo Jin Chung, Dept. of AI, Big Data & Management, College of Business Administration, Kookmin Univ.
Monte Carlo Simulation
Based on the lecture “Bayesian Modeling (2024-1)” by Prof. Yeo Jin Chung, Dept. of AI, Big Data & Management, College of Business Administration, Kookmin Univ.
Bayes Action
Based on the lecture “Bayesian Modeling (2024-1)” by Prof. Yeo Jin Chung, Dept. of AI, Big Data & Management, College of Business Administration, Kookmin Univ.
Prior Determination
Based on the lecture “Bayesian Modeling (2024-1)” by Prof. Yeo Jin Chung, Dept. of AI, Big Data & Management, College of Business Administration, Kookmin Univ.
Frequentist vs. Bayesian
Based on the lecture “Bayesian Modeling (2024-1)” by Prof. Yeo Jin Chung, Dept. of AI, Big Data & Management, College of Business Administration, Kookmin Univ.
Bayesian Framework
Based on the lecture “Bayesian Modeling (2024-1)” by Prof. Yeo Jin Chung, Dept. of AI, Big Data & Management, College of Business Administration, Kookmin Univ.
Justification of Bayesianism
Based on the lecture “Bayesian Modeling (2024-1)” by Prof. Yeo Jin Chung, Dept. of AI, Big Data & Management, College of Business Administration, Kookmin Univ.
Bayesianism
Based on the lecture “Bayesian Modeling (2024-1)” by Prof. Yeo Jin Chung, Dept. of AI, Big Data & Management, College of Business Administration, Kookmin Univ.
Logistic Regression Analysis
Based on the following lectures <br> (1) “Statistics (2018-1)” by Prof. Sang Ah Lee, Dept. of Economics, College of Economics & Commerce, Kookmin Univ. <br> (2) “Intro. to Machine Learning (2023-2)...