/Algorithms-and-Models-for-Data-Analysis-Learning-and-Prediction

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Algorithms-and-Models-for-Data-Analysis-Learning-and-Prediction

Analyzed data with specific algorithms (linear regression, k-nn, k-means) & evaluated and interpreted the error rates of the model (fit).

  1. Linear Model : ->Input: NHL Top 100 players ->Output: Fitted Linear models -> Processing: “lm” model of R, summary of metrics in a table and interpretation of the results.
  2. K-nn classification German credit data obtained from Kaggle.
  3. K-means clustering with Pew Data on Gaming , Jobs and Broadband