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Kamila H's Projects

analyze_ab_test_results icon analyze_ab_test_results

Study project for practice of A/B testing for students of Data Analyst nanodegree by Udacity. Statistical tests were performed in order to decide if company should implement new design of website.

avalanche_danger_in_france icon avalanche_danger_in_france

Visualization project with use of GeoPandas and Bokeh libraries. The aim is to show map of french communes where avalanche accidents occured the most often in last 10 years.

avalanche_prediction_in_massifs_of_french_alps icon avalanche_prediction_in_massifs_of_french_alps

Prediction of avalanches with use of machine learning (Random Forest model, XGBoost) for 22 massifs in French Alps. Bokeh is used for data visualization and Flask for avalanche danger index app.

flights_delays_in_usa_eda icon flights_delays_in_usa_eda

What airlines, airports or departure times of planes have higher chance of flight delay? I analyzed flights in USA in July and December of 2009 and 2019 to get the answers.

short_python_quiz icon short_python_quiz

Creating short quiz from 3 pairs of questions and answers in Python when using nested dictionary and for and while loops

speed_dating_eda icon speed_dating_eda

Exploratory Data Analysis (EDA) with Seaborn and Matplotlib Python libraries on Kaggle dataset Speed Dating Experiment. Main question is to find out difference between men and women in speed dating.

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