Word Representation
Based on the lecture “Text Analytics (2024-1)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
Data Scientist
Text Data Preprocessing
Based on the lecture “Text Analytics (2024-1)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
Regular Expression
Based on the lecture “Text Analytics (2024-1)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
Bayesian Regression (2) Subjective Prior
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 Regression (1) Objective Prior
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.
Naive Bayes
Based on the lecture “Intro. to Machine Learning (2023-2)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
Multi Armed Bandits
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 A/B Test
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.
One Class Collaborative Filtering
Bayes by Backprop
Blundell, C., Cornebise, J., Kavukcuoglu, K., & Wierstra, D.</br> (2015, June).</br> <a href="https://proceedings.mlr.press/v37/blundell15">Weight uncertainty in neural network.</a></br> In Interna...