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DSI205 (2/2022)

DSI205 Group Project: Least-Squares Problem Project


Project
1.) 4-5 people per group
2.) Find a dataset from UCI (https://archive.ics.uci.edu/ml/index.php) or Kaggle (https://www.kaggle.com/datasets)**Make sure the dataset you picked has continuous attributes.
3.) Apply Linear Regression Techniques on the data you picked.

  • Split data into 2 groups: use one group for finding linear regression parameters and another for computing the RMSE only.
  • Try different splits of data (or cross validation); other regression techniques such as SVM, Ridge regression, Lasso; different metrics, e.g., R2, MAE. Submit report and code via MS Team by 26 Apr 2023, 11.59 PM.

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Basics of linear algebra for data analytics (2/2022): Least-Squares Problem Project

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