Pinned

1. E-commerce-Text-Classification Public

   Proper categorization of e-commerce products enhances the user experience and achieves better results with external search engines. The objective of the project is to classify a product into four g…

   Jupyter Notebook

2. Anomaly-Detection-in-Credit-Card-Transactions Public

   The objective of the project is to detect anomalies in credit card transactions. More precisely, given the data on time, amount and 28 transformed features, our goal is to fit a probability distrib…

   Jupyter Notebook

3. Implementing-Logistic-Regression-from-Scratch Public

   While it is convenient to use advanced libraries for day-to-day modeling, it does not give insight into the details of what really happens underneath, when we run the codes. In this work, we implem…

   Jupyter Notebook 2

4. Higgs-Boson-Event-Detection Public

   The goal of the project is to classify an event produced in the particle accelerator as background or signal. A background event is explained by the existing theories and previous observations. A s…

   Jupyter Notebook

5. Foursquare-Location-Matching Public

   Using the provided dataset of over one-and-a-half million place entries, heavily altered to include noise, duplications, extraneous, or incorrect information, the objective is to produce an algorit…

   Jupyter Notebook

6. Site-Energy-Usage-Intensity-Prediction Public

   The objective of the project is to predict energy usage intensity of a building in a given year, based on building characteristics as well as weather data for the location of the building. The data…

   Jupyter Notebook