An aspiring Data Analyst holds a Post-Graduation Program in Data Science and Data Analytics from Imarticus Learning, coupled with a Bachelors of Business Administration (BBA) degree. Passionate and results-driven, adept at transforming complex datasets into meaningful stories driving business decisions. Expertise lies at the intersection of data analysis, programming, and visualization, rendering a versatile professional poised to tackle contemporary data challenges.
A STUDY ON EMPLOYEE RETENTION AT HIGH PLACES
INTERNATIONAL
Post Graduate Program at Data Analytics and Machine Learning 2022 - 2023 |
COURSEWORK POST GRADUATE PROGRAM
SQL-Powered Sales Analytics Dashboard
Actions: Integrated SQL database seamlessly with Power BI, leveraging the robust capabilities of both technologies. Initiated the project by conducting comprehensive data analysis using SQL to gain valuable insights into the underlying data structure. Employed various SQL queries and techniques to comprehend the intricacies of the dataset, ensuring a solid foundation for subsequent dashboard development.
Project Outcomes: Successfully combined the power of SQL and Power BI to deliver a highly effective Sales Analytics Dashboard. Users can interactively explore and analysis sales data, thanks to the seamless integration of SQL-generated insights into the visually appealing and user friendly Power BI interface.
Hyperparameter - Tuned Income Prediction Model
Actions: Conducted comprehensive data preprocessing, outlier treatment, feature encoding, and model development using Python and scikit-learn libraries. Explored, cleaned, and transformed the dataset to prepare it for predictive modelling.
Project Outcomes : • Utilized cutting-edge machine learning techniques, including hyperparameter tuning, SMOTE for class imbalance, and strategic feature engineering, to predict annual incomes exceeding $50K. Attained remarkable model accuracy, with Logistic Regression scoring 83.6% and Random Forest achieving an impressive
83.2%. Delivered nuanced insights for precision and recall optimization, demonstrating an adept understanding of model intricacies and their impact on business outcomes.
Cricket (City-Level):