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Exploratory-Data-Analysis
Exploratory-Data-Analysis PublicHere I did EDA on the iris dataset using histograms, scatterplots, probability density function(PDF), cumulative distribution function(CDF), box plots, whisker ports
Jupyter Notebook 9
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KNN-w-o-sklearn
KNN-w-o-sklearn PublicI made my own KNearestNeighbors algorithm to get better intution of the algorithm which outperformed the scikit-learn's official KNeighborsClassifier's performance getting 98.24% accuracy on Breast…
Jupyter Notebook 8
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Spam-Classifier
Spam-Classifier PublicSpam Classifier Spam detection is one of the major applications of Machine Learning in the interwebs today. Pretty much all of the major email service providers have spam detection systems built in…
Jupyter Notebook 7
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End-to-end-machine-learning
End-to-end-machine-learning PublicHere I prepared a basic machine learning project of Housing price prediction, in which I provided all the steps to create a machine learning project from end to end, from reading data, and visualis…
Jupyter Notebook 6
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MatplotlibTutorials
MatplotlibTutorials PublicHere I did some data visualisations with matplotlib.
Jupyter Notebook 6
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Robust-Regression
Robust-Regression PublicHere I worked on reducing the effect of outliers in the boston housing data with the RANdom SAmple Consensus(RANSAC) Algorithm
Jupyter Notebook 6
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