Data Science Projects

Here you can find my Data Art, including but not limited to Data Science and Data Analysis PET-projects, Kaggle competitions and courseworks.

Content

Capstone Projects

• Yandex Data Analysis Project
• Yandex Regression Project
• Yandex Classification Project
• Beginner IBM Project
• Advanced IBM Project

Natural Language Processing (NLP)

• Dialogue Parser with TF-IDF
• Toxic Comments Classification with BERT, TF-IDF and CatBoost

Computer Vision (CV)

• Working Time Evaluation
• Age Prediction with Xception

Timeseries

• Taxi Orders Prediction with Statsmodels

Data Analisys

• Hypothesis Prioritization and A/B Testing
• Marketing Campaign Analysis
• Determine Most Profitable Mining Point
• Hypothesis Testing for Gaming Industry

Parsing and Regex

• Parsing LinkedIn with Selenium
• DNA Sequence Prediction
• Apachelogs Parser

PostgreSQL

• Database Creation and Data Extraction
• Bookstore Analysis with SQL

Notable Projects (Named by Feature)

• Sklearn FeatureTransformer
• Neural Network with NumPy
• Custom Scoring in Sklearn
• Electricity Cost Optimization
• Top 1% Kaggle