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1. TwitterSentimentAnalysis-BigDataProject TwitterSentimentAnalysis-BigDataProject Public

   Scrapped tweets using twitter API (for keyword ‘Netflix’) on an AWS EC2 instance, ingested data into S3 via kinesis firehose. Used Spark ML on databricks to build a pipeline for sentiment classific…

   Jupyter Notebook 4

2. Stock-clustering-using-ML Stock-clustering-using-ML Public

   The project involves performing clustering analysis (K-Means, Hierarchical clustering, visualization post PCA) to segregate stocks based on similar characteristics or with minimum correlation. Havi…

   Jupyter Notebook 12 5

3. Customer-profiling-using-ML-EasyVisa Customer-profiling-using-ML-EasyVisa Public

   The aim is to find an optimal ML model (Decision Tree, Random Forest, Bagging or Boosting Classifiers with Hyper-parameter Tuning) to predict visa statuses for work visa applicants to US. This will…

   Jupyter Notebook 7 3

4. Collaborative-Filtering-Book-Recommendation-System Collaborative-Filtering-Book-Recommendation-System Public

   This project aims to build & optimise a book recommendation system based on collaborative filtering and will tackle an example of both memory based & model based approach (using KNNWithMeans & Sing…

   Jupyter Notebook 16 6

5. Statistical-analysis-Hypothesis-testing-E-newsExpress Statistical-analysis-Hypothesis-testing-E-newsExpress Public

   The data relates to several user actions or interests recorded on two variants of landing pages for an online news portal. The objective is to analyse these interests by performing statistical anal…

   Jupyter Notebook 1 2

6. Predictive-maintenance-cost-minimization-using-ML-ReneWind Predictive-maintenance-cost-minimization-using-ML-ReneWind Public

   The aim to decrease the maintenance cost of generators used in wind energy production machinery. This is achieved by building various classification models, accounting for class imbalance, and tuni…

   Jupyter Notebook 11 7