/Jupyter_Notebooks

most of the projects are from DataCAmp

Primary LanguageJupyter Notebook

Jupyter_Notebooks

A Repo of Projects Using either R or Python for Data Science

DataCamp Projects

In the DataCamp Projects folder I have finished the projects provided with a skeleton the projects can be finded at https://learn.datacamp.com/projects The "code" cells are filled by myself, however the "text" cells are all prov and

SKKU Projects

In the SKKU Projects folder I have saved projects that I have learned from my ESM3061 Data Mining class taught by professor LEE JS The professors homepage can be found at http://115.145.162.88/?page_id=45 I have learned about the following

  • Logistic Regression
  • Bayesian Classifiers
  • Discriminant Analysis
  • K-Nearest Neighbor Classifier
  • Decision Tree
  • Hierarchical Clustering
  • K-Means Clustering
  • K-Medoids Clustering
  • Principal Component Analysis
  • Association Rule Mining
  • Recommender Systems: Collaborative Filtering

I tried to review my semester by diving a little more deeper by the codes and methods provided by the professor

MY Projects

In the MY Projects I uploaded codes and texts about stuff that I have learned