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Insurance Risk assessment w/Monte Carlo method using Spark

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level

Intermediate

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4.5

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89 Reviews

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Master insurance risk assessment using the Monte Carlo method with Spark. Learn how to simulate risk scenarios and use big data processing to make more accurate predictions and improve decision-making in the insurance sector.

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At a Glance

Learn about the Monte Carlo method and calculate the ruin probability of an insurance company using Apache Spark.

In this hands-on project, you will learn about the Monte Carlo method and calculate the ruin probability of an insurance company using Apache Spark by means of the parallel Monte Carlo method.

 Learning Objectives

1.  After completing this lab you will be able to:
  • Understand and apply Monte Carlo method.
  • Get a basic idea about the accuracy of the method
  • Calculate the “Pi” number by means of the method
  • Parallelize the method using Apache Spark
2.  Understand the Ruin probability of an insurance company
3.  Calculate the Ruin probability using Monte Carlo method.

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Insurance Risk assessment w/Monte Carlo method using Spark
Insurance Risk assessment w/Monte Carlo method using Spark
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