Implementing machine learning algorithms from scratch.
Implementing machine learning algorithms from scratch.
Simple Linear Regression.
Dataset: Stock data from Quandl
Logistic Regression.
Dataset: Stanford ML course dataset
Naive Bayes Classifier.
Dataset: Email spam/non-span
Decision Trees
K Nearest Neighbours.
K Nearest Neighbours in Parallel.
Dataset: Chronic Kidney disease data from UCI
A-Star Algorithm
K Means Clustering.
K Means Clustering in Parallel.
Dataset: IPL player stats norm data
Support Vector Machine