This directory contains study materials and projects related to statistics. The purpose of this project is to provide a comprehensive resource for students and professionals to study various statistical methods and their applications.
- Regression Analysis: Contains projects and materials related to regression analysis.
- Data Mining: Contains projects and materials related to data mining.
This section includes detailed notes, projects, and resources on regression analysis. Topics covered may include:
- Linear Regression
- Multiple Regression
- Logistic Regression
- Polynomial Regression
- Model Evaluation and Validation
This section provides comprehensive materials on data mining techniques and applications. Topics covered may include:
- Data Preprocessing
- Association Rules
- Classification and Regression Trees
- Clustering
- Dimensionality Reduction
- Anomaly Detection
The main objective of creating this directory is to aid students and professionals in their studies and work by providing a structured and accessible resource. We hope that by organizing these materials, more people will find it easier to understand and apply statistical methods in various fields such as data science, business analytics, and more.
Thank you for using this resource. We hope it proves to be a valuable aid in your studies and work. If you have any suggestions or contributions, please feel free to make a pull request or contact us.