/ml-algorithms

A demonstration of the basic Machine Learning Algorithms

Primary LanguageJupyter Notebook

Basic Data Analysis & Machine Learning Techniques

Different machine learning algorithms implemented with Python and demonstrated with the given input dataset file. The file is included. You can also find it here: https://archive.ics.uci.edu/ml/datasets/default+of+credit+card+clients

Methods included:

  1. Logistic Regression
  2. Lasso Regression
  3. Ridge Regression
  4. Elastic Net Regression
  5. Random Forest Classifier
  6. Decision Tree Classifier