Participant

• May 2023 - Present

- PyCharm, Virtual Envs, Package Management, Data Structures, Comprehensions - Data Analysis: NumPy, Pandas, Data Visualization - Functional EDA - CRM: KPI, Cohort, CLTV Segmentation - RFM Analysis - BG-NBD (Expected Sales Forecasting) - Gamma Gamma (Expected Average Profit) - Measurement Problems - A/B Testing - Recommendation Systems: ARL, Collaborative Filtering - Feature Engineering - Machine Learning: Regression, Classification, Decision Trees - KNN, CART, GBM, XGBoost, LightGBM, CatBoost - Unsupervised Learning: K-Means, PCA - Time Series Forecasting - MSSQL - Regex, PowerBI Skills: Data Analytics · Data Science · Machine Learning · Veri Bilimi · Makine Öğrenimi · Python · SQL · NumPy · Seaborn · Pandas · Scikit-learn · Doğal Dil İşleme · Veri Görselleştirme · Decision Trees · Linux · Microsoft SQL Server · Data Analysis · Veri Analizi · Veri Madenciliği · Customer Relationship Management (CRM) · Analitik Beceriler · Veri Modelleme · RFM · İstatistik · Algoritmalar · Zaman Yönetimi Show less