Coursera: Regression Analysis, Simplify Complex Data Relationships, Foundations of Data Science, The Nuts and Bolts of Machine Learning, Google Advanced Data Analytics Capstone, Go Beyond the Numbers: Translate Data into Insights
Projects
Intelligent Disease Detection System, Created a machine learning-based disease identification system, achieving high accuracy for diabetes, Parkinson’s, breast cancer, and heart disease from user input. Conducted comprehensive training and testing to validate model accuracy, showcasing proficiency in machine learning and data science methodologies. Applied advanced data preprocessing, feature engineering, and model evaluation techniques to optimize disease detection performance, demonstrating expertise in data science practices. Simple Converter, Engineered FileConverter with Tkinter GUI and TensorFlow integration for versatile file conversion (text, image, PDF), highlighting proficiency in machine learning and data science. Implemented conversion methods (text to PDF, image to PDF, PDF to image, PDF merging, PDF encryption) using FPDF, PIL, pdf2image, and PyPDF2 libraries, demonstrating strong data processing skills. Designed user-friendly interface with interactive widgets for seamless operation, showcasing expertise in front-end development alongside advanced machine learning techniques.
Software
TensorFlow
Agile Methodology
Timeline
12.2022 - 03.2023
B.Tech Artifcial Intelligence and Data Science - Artificial Intelligence