Data Analyst | Crafting Data-Driven Stories with SQL, Python, and Machine Learning | Delivering Insights that Drive Impact @GouthamiTheAnalyst
Built a model using CNNs (AlexNet, ResNet18) to classify normal, COVID-19, and viral pneumonia cases from chest X-ray images. Utilized Python and PyTorch with advanced preprocessing techniques. Achieved over 95% accuracy, providing a potential diagnostic tool for healthcare professionals
This analysis predicts *median_house_value* using features like location, housing age, and income. Key findings show that *median_income* has the strongest correlation with house value.
This interactive map visualizes: Colleges (Public vs. Private) based on their admission rates and undergraduate population. Major cities with a population greater than 50,000, highlighting proximity to these colleges. This project helped me enhance my skills in data merging, geographic visualizations, and interactive dashboards
"Developed a sales forecasting model using ARIMA to predict future sales trends based on historical data. Optimized the model to achieve accurate forecasting, aiding in strategic decision-making and inventory management."
📉 The goal was to identify key factors contributing to dropouts and provide actionable insights to improve student retention.
This publication discusses the application of machine learning algorithms to predict Autism Spectrum Disorder based on various features. It highlights the methodology and results obtained, contributing to the understanding of this condition and potential diagnostic improvements.
This publication discusses the application of machine learning algorithms to predict Autism Spectrum Disorder based on various features. It highlights the methodology and results obtained, contributing to the understanding of this condition and potential diagnostic improvements.