Insurance. Modelling and Basic Statistical Analysis.
Dive into insurance modeling and basic statistical analysis. Learn to apply probability, risk modeling, and statistical methods to assess insurance claims, pricing, and risk management strategies using real-world insurance data.
At a Glance
In this guided project you will learn how to calculate basic descriptive statistics using Apache Spark.
In this guided project you will learn how to calculate basic descriptive statistics using Apache Spark. You will work with insurance statistical data, granted by Ukrainian government
Learning Objectives
After completing this project you will be able to:
- Load statistical data from .csv file.
- Understand what is insurance loss ratio.
- Visualize data using matplotlib
- Calculate
- Minimal and maximal value
- Mean
- Standard Deviation
- Skew and Kurtousis
- Correlation
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