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Yesh Damania's Projects

analytics-in-ecommerce icon analytics-in-ecommerce

The project offers RFM segmentation, analyzing Recency, Frequency, and Monetary value. These metrics are vital for understanding customer behavior, influencing both retention and lifetime value.

analytics-in-retail_mba icon analytics-in-retail_mba

The project provides the Apriori algorithm and Market Basket Analysis (MBA) to analyze transactional data, generating personalized recommendations based on Support, Confidence, and Lift metrics to enhance customer experience and boost sales.

analytics-in-sales icon analytics-in-sales

The project provides a predictive model for forecasting product sales at specific stores, aiming to optimize inventory management and enhance profitability by leveraging data-driven insights.

breast_cancer icon breast_cancer

The project provides information about breast cancer to help doctors predict if a person has it.

covid_data_prediction icon covid_data_prediction

This project provides the data based on classification to check if the patient is covid +ve or -ve.

customer_segmentation icon customer_segmentation

This project offers the K-means clustering algorithm to identify potential customers for the manager to target with calls, streamlining the process by focusing on specific customer groups.

data-cleaning-heart-disease-uci icon data-cleaning-heart-disease-uci

The project provides a step for data cleaning using Python. Data cleaning is an essential process in any data science project as it helps to ensure that the data is accurate, consistent, and complete.

insurance_claim_powerbi icon insurance_claim_powerbi

This project provides the dashboard of the financial performance of claims made against the policies using PowerBI.

insurance_regression_prediction icon insurance_regression_prediction

The project provides a Regression on the Insurance Prediction Data which shows the features of individuals, tuned using Ridge & Lasso.

inventory_management_dashboard icon inventory_management_dashboard

This project provides Inventory Management using Power BI, extremely useful for Warehouse/ In-plant Inventory Managers to effectively control the Inventory levels and also maintain the Service Levels.

kpmg_forage_job_simulations icon kpmg_forage_job_simulations

The project describes the client on customer targeting with the Data, Analytics & Modelling team. Assessed data quality and completeness in preparation for analysis. The Analysed data to target high-value customers based on demographics and attributes

my_portfolio icon my_portfolio

This repository houses the code for my personal portfolio website, showcasing my projects, skills, and experience. Whether you're here to explore the code, contribute, or simply browse through my work, I'm thrilled to have you!

prodigy_ds_01 icon prodigy_ds_01

This Project provides bar chart/histogram to showcase the distribution of a categorical or continuous variable using a sample dataset.

prodigy_ds_02 icon prodigy_ds_02

This project provides the data cleaning and exploratory data analysis on a dataset.

prodigy_ds_03 icon prodigy_ds_03

This project provides the Decision Tree Classifier Model to predict whether the customer has subscribed for term deposit or not.

prodigy_ds_04 icon prodigy_ds_04

The project provides the Analyze and visualize sentiment patterns in social media data to understand public opinion and attitudes towards specific topics or brands.

python_machine-learning icon python_machine-learning

It contains different types of machine learning models like Linear Regression, Logistic Regression, Clustering techniques, Time Series Forecasting etc

shoe-classification_cnn icon shoe-classification_cnn

This project provides the data of images of shoes with multiple categories and data is collected from a popular Ecommerce site.

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