Deep Learning based Collaborative Filtering
Zhang, S., Yao, L., Sun, A., & Tay, Y.</br> (2019).</br> <a href="https://doi.org/10.1145/3285029">Deep learning based recommender system: A survey and new perspectives.</a></br> ACM computing surv...
Data Scientist
Collaborative Filtering
Based on the following lectures <br> (1) “Recommendation System Design (2024-1)” by Prof. Ha Myung Park, Dept. of Artificial Intelligence. College of SW, Kookmin Univ. <br> (2) "Recommender System ...
What? Recommender System
Based on the following lectures <br> (1) “Recommendation System Design (2024-1)” by Prof. Ha Myung Park, Dept. of Artificial Intelligence. College of SW, Kookmin Univ. <br> (2) "Recommender System ...
Recurrent Neural Networks
Based on the following lectures <br> (1) “Intro. to Deep Learning (2023-2)” by Prof. Seong Man An, Dept. of Data Science, The Grad. School, Kookmin Univ. <br> (2) “Text Analytics (2024-1)” by Prof....
Convolutional Neural Networks
Based on the following lectures <br> (1) “Intro. to Deep Learning (2023-2)” by Prof. Seong Man An, Dept. of Data Science, The Grad. School, Kookmin Univ. <br> (2) “Vision AI (2024-1)” by Prof. Jong...
Neural Networks
Based on the following lectures <br> (1) “Intro. to Machine Learning (2023-2)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ. <br> (2) “Intro. to Deep Learning (2023-2...
t-SNE
Based on the lecture “Intro. to Machine Learning (2023-2)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
Dimensionality Reduction
Based on the lecture “Intro. to Machine Learning (2023-2)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
DBSCAN
Based on the lecture “Intro. to Machine Learning (2023-2)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.
k-Means
Based on the lecture “Intro. to Machine Learning (2023-2)” by Prof. Je Hyuk Lee, Dept. of Data Science, The Grad. School, Kookmin Univ.