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1. Clustering-in-Python Clustering-in-Python Public

   Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview que…

   Jupyter Notebook 136 51

2. Logistic-regression-in-python Logistic-regression-in-python Public

   Logistic Regression technique in machine learning both theory and code in Python. Includes topics from Assumptions, Multi Class Classifications, Regularization (l1 and l2), Weight of Evidence and I…

   Jupyter Notebook 18 8

3. Tree-Based-Models-in-Python Tree-Based-Models-in-Python Public

   Tree based algorithm in machine learning including both theory and codes. Topics including from decision tree regression and classification to random forest tree and classification. Grid Search is …

   Jupyter Notebook 13 11

4. Simple-Multiple-Regression-in-Python Simple-Multiple-Regression-in-Python Public

   Regression Techniques in Machine learning including topics from Assumption, Simple and Multiple Linear Regression. Both theory and python codes are included.

   Jupyter Notebook 2 1