Projects

Data Science Projects

Python
Python Programming for Data Science

  • Python Exercises
  • List Comprehension Exercises
  • Pandas Exercises
  • Rule-Based Classification I (Persona)
  • Rule-Based Classification II (Gezinomi)

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Last Update: Dec. 14, 2023
CRM Analytics
CRM Analytics

  • Customer Segmentation with RFM Analysis (FLO)
  • CLTV Prediction with BG-NBD and Gamma-Gamma (FLO)

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Last Update: Dec. 14, 2023
Measurement Problems
Measurement Problems

  • Rating Product & Sorting Reviews (Amazon)
  • Comparison of Conversion of Bidding Methods with A/B Test

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Last Update: Dec. 14, 2023
Recommendation Systems
Recommendation Systems

  • Association Rule Based Recommender System (Armut)
  • Hybrid Recommender System (MovieLens)

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Last Update: Dec. 14, 2023
Feature Engineering
Feature Engineering

  • Diabetes Feature Engineering

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Last Update: Dec. 14, 2023
Machine Learning
Machine Learning

  • Evaluation of Regression Model
  • Evaluation of Classification Model
  • Telco Customer Churn Prediction
  • House Price Prediction Model
  • Talent Hunting Classification with Machine Learning (Scoutium)
  • Customer Segmentation with Unsupervised Learning (FLO)

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Last Update: Jan. 19, 2024
SQL
SQL

  • Querying MS SQL (FLO)

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Last Update: Mar. 02, 2024
Time Series
Time Series

  • Transaction Volume Forecasting (iyzico)

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Last Update: Mar. 13, 2024

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