Data-Analytics-with-python

Small data mining and machine learning program for data analytics

1. Apriori with improvments
2. DecisionTree classification Algorithm
3. DBSCAN clustering
4. FPGrowth algorithm for fp tree making
5. Kmeans clustering with n dimensional dataset with visualization with matplotlib
6. Linear Regression with Higher order
7. Cost function minimization with different optimazation techinique
8. Principal Component Analysis
9. Maximal-Margin Classifier with Support Vector Machine
10. Smoothing techiniques for time series data