PROJECTS


Projects

Web Development Projects


Web Development Image

In this section, I share what I’ve learned and the projects I’ve worked on during my web development journey.

You can explore projects that reflect my progress and development.

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Data Science Projects


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

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

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

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

Feature Engineering
  • Diabetes Feature Engineering

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)

Querying MS SQL
  • Querying MS SQL (FLO)

Time Series
  • Transaction Volume Forecasting (iyzico)