This folder consists of all learnings from the DS and ML training course at Oracle.
The course work can be found here
Sample data for working can be found here:-
- https://github.com/PacktPublishing/Pandas-Cookbook/tree/master/data It is given by pandas developers.
- https://archive.ics.uci.edu
- https://www.kdnuggets.com/datasets/index.html
Resources for reference:-
- https://www.statsmodels.org/stable/examples/notebooks/generated/regression_plots.html
- https://numpy.org/doc/stable/reference/generated/numpy.corrcoef.html
- https://scikit-learn.org/stable/index.html
- https://scikit-learn.org/stable/supervised_learning.html#supervised-learning
- https://scikit-learn.org/stable/modules/neighbors.html#nearest-neighbors-classification
- https://www.kdnuggets.com/datasets/index.html
- https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html
- https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html
- https://pandas.pydata.org