Ratna Rathaur's repositories
Capstone-Project-Business-Data-Management
Capstone Project - Business Data Management
DecisionTrees_RandomForest_Project
Lending Club connects people who need money (borrowers) with people who have money (investors). An investor would want to invest in people who showed a profile of having a high probability of paying them back. I will try to create a model that will help predict this.
Financial_Data_Analysis
Scanned data using pandas data reader, exploratory data analysis of bank stock prices Visualized how bank stock prices progressed throughout the financial crisis using pairplot, distplot, line plots, heatmap, clustermap. Analyzed moving averages against the Close Price for Bank Of America's stock for the year 2008
KNN_Project
Standardize the variables from Scikit learn. Generated a KNN Model by selecting the best K value using a plot of 'Error Rate vs. K Value' . Achieved a precision and recall score of 0.86 and 0.85 respectively
Logistic-Regression-Advertisement-Dataset-
Performed Exploratory data analysis on advertising datasets and predict whether or not a user will click on an ad