Pinned

1. Kaggle-Challenge-Santander-Bank-Customer-Transaction-Problem- Kaggle-Challenge-Santander-Bank-Customer-Transaction-Problem- Public

   Predicted the bank customers’ next transactions using LightGBM with an AUC score of 0.90035 ranking the submission in Top 4% in the Kaggle competition

   Jupyter Notebook 5 1

2. InsuranceCompany_ClassImbalance InsuranceCompany_ClassImbalance Public

   Predicted the likelihood that each insurance policyholder will make a service payment call | Comparative analysis of multiple ML models

   Jupyter Notebook

3. Pattern-Recognition-and-Data-Analysis-for-Behavioural-Economics Pattern-Recognition-and-Data-Analysis-for-Behavioural-Economics Public template

   Identified patterns and provided insights using EDA on user’s previous data on the product page of an e-commerce website to provide targeted incentives for a higher return rate

   Jupyter Notebook 9 5

4. AudioCompression_using_AutoEncoder_Unsupervised-Neural-Network AudioCompression_using_AutoEncoder_Unsupervised-Neural-Network Public

   Outperformed conventional methods using AutoEncoder (unsupervised neural network) to compress speech and music up to 23x (compared to other open-source projects which only compress up to 10x)

   Jupyter Notebook 6 2

5. Sentimental-analysis-of-tweets Sentimental-analysis-of-tweets Public

   Predicting Positive, Negative or Neutral tweet using Naive Bayes

   Python 8 2

6. K-means-Hadoop-Implementation-on-Multi-Node-Cluster K-means-Hadoop-Implementation-on-Multi-Node-Cluster Public

   Implemented the k-means clustering algorithm to classify water quality using data from the United States Geological Survey Salt Creek database on a 4-node Hadoop cluster

   Python 6 1