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capstoneps

customer-churn-prediction

This is a ML approach on a Classification problem based on Telecom Churn. This approach is done to predict the Customers who are having a high chances of Churning out.

customer-segmentation-using-rfm

Customer segmentation based on Recency, Frequency and Monetary value of each customer and clustering them

deep-learning-implementation

This repository has been created to implement deep learning techniques

diwali_sales_data_visualization

EDA on Diwali sales data for a company X

ineuron_bigdata_assignment

Ineuron_BigData_Assignment

news-sentiment-analysis

Conducted annual sentiment analysis on each category using the BERT model after collecting a comprehensive ten-year dataset (2012-2022) covering various news categories. Thoroughly analyzed and visualized longitudinal sentiment shifts within each category over the decade

simple_knn_implementation

KNN Algorithm implementation

statistical-analysis-on-data-roles

This projects dives into statistical analysis of data related roles by deploying various hypothesis testing techniques and regression analysis

wt20-2022-analysis-and-visualization

This project is done for doing data analysis and visualize the results of the T20 World Cup 2022 by scraping the data, restructuring it and finally analyzing using Power BI