Pinned Loading

1. dsi_capstone_cv_traffic_signs dsi_capstone_cv_traffic_signs Public

   Classified traffic signs using Convolutional Neural Networks

   Python 1

2. fraud_detection fraud_detection Public

   Built machine learning model to predict fraud events based on event details submitted. Compared the performance of Logistic Regression, Random Forest and AdaBoost Classifier Algorithms by fine tuni…

   CSS 1

3. Sentiment_analysis_twitter Sentiment_analysis_twitter Public

   Analyzed effect of Emoji's in improving Sentiment Analysis results. Collected twitter data using Twitter StreamAPI and used TF-IDF to vectorize the tweets. Created a positive and negative vector us…

   Jupyter Notebook 7 1

4. churn_pred churn_pred Public

   Predicted possibility of customer churning, thereby targeting special campaigns to increase retention rate. Built random forest model to predict churn and developed profit curves to tune parameters…

   Python

5. rec_sys_jokes rec_sys_jokes Public

   Using the user ratings of the Jester Dataset, built a recommendation system with Matrix Factorization. Converted to an Ensemble model, by performing Linear Regression with manually tagged jokes. Er…

   Python 3

6. trac_prediction trac_prediction Public

   Used Linear regression model to predict the selling price of a tractor based on parameters which include, age, location and few other parameters. Regularized the model using Lasso method to reduce …

   Python 1