SRIVARSHINI G's repositories
GreenHealth-Guardian
This project is build using the Convolutional Neural Network which will be able to predict whether a plant is suffering from a disease.
ChatFlow
Designed and implemented a chatbot, enabling automated intent recognition and tailored responses. Trained the model to classify diverse user inputs and deliver contextually relevant replies, enhancing conversational interactions.
Customer-Segmentation
Implemented clustering analysis in a shopping mall using K-means and DBSCAN algorithms. Leveraged evaluation metrics including Silhouette Score and Adjusted Rand Index for performance assessment.
Diabetes_Prediction
Implemented a PySpark-based pipeline for diabetes prediction, encompassing thorough data exploration, addressing missing values, and conducting feature analysis. Developed a logistic regression model, performed feature transformation, and evaluated model performance on a test set with subsequent deployment for predictions on new data.