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Hello there I'm İrem

I'm enthusiastic about products and data. I've previously worked in digital analytics and I'm currently focused on developing my skills in data analysis and exploring machine learning topics. I also have an interest in product management and enjoy writing articles on interview questions on Medium. Follow me on GitHub to explore my projects and contributions in these areas. Let's connect and learn together!

Python Swift PostgreSQL Figma

İrem Kurt's Projects

automl_pipeline icon automl_pipeline

This platform allows you to build an automated ML pipeline using Streamlit, Pandas Profiling and PyCaret

colab_notebooks icon colab_notebooks

This repository serves as a study material for the "Python for Data Analysis" book by Wes McKinney, covering topics and techniques

demand_forecasting icon demand_forecasting

This repository demonstrates univariate time series demand forecasting using Meta's Prophet library in Python

expo_firebase_app icon expo_firebase_app

AnalyticaHouse's demo app created to be a central place for trying out new ideas and exploring

fast.ai icon fast.ai

This repository includes practical deep learning techniques and real-world projects from the fast.ai course, empowered by Kaggle's free GPU resources

guess icon guess

Libraries & tools for enabling Machine Learning driven user-experiences on the web

json_data_processor icon json_data_processor

This code offers a specialized tool to convert intricate JSON datasets into structured tabular formats

jupyter_notebooks icon jupyter_notebooks

This repository will contain experiments using various libraries and models for data analysis

machine_learning icon machine_learning

The repository contains a collection of machine learning projects, including classification and regression tasks

ml_algorithms icon ml_algorithms

This repository contains ML algorithms along with evaluation metrics for classification and regression tasks, ensemble plus imbalanced learning

next_page_prediction icon next_page_prediction

This repo aims to create a predictive model that anticipates a user's next interaction or content preference to enhance performance

open_data_sources icon open_data_sources

The repository is a curated collection of diverse and valuable public data sources from various domains

python_scraping icon python_scraping

This repository includes a collection of code that utilizes the powerful Beautiful Soup library to scrape data from Trendyol

python_wrangling icon python_wrangling

This repository contains data from Google's FloodIt app, and the data wrangling process was performed using libraries such as pandas, matplotlib, seaborn, datetime, and plotly.express

sql_projects icon sql_projects

The repository contains monthly and annual reports for the AdventureWorks database, along with EDA and visualization for UIBakery's database

swift_projects icon swift_projects

This bootcamp archive includes 5 small projects, 1 final project, and provides Swift language tutorials and code examples

web_projects icon web_projects

This repository includes the Barracca company website as well as the draft for SOJ Candle Co. website

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