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Grade 9-12

Exploring Financial Simulations in Python

by Ivan I. | Computer Programming

6 Lessons 55:13
  1. 1. Generating a Trial 7:26
  2. 2. Simulations 8:45
  3. 3. Summary Statistics 8:24
  4. 4. Future Values 8:21
  5. 5. Financial Simulations Part 1 9:29
  6. 6. Financial Simulations Part 2 12:48

Grade 9-12


NGSS Standards

About the course

To verify our answers, we often have to run our test and scenario several times. To do this Python, we will need to simulate numerous trials. Using our knowledge of for loops and functions, we can mimic running thousands of simulations to get more accurate results. In this video, students will learn about running stimulations and how simulations play role in the finance industry. Students will be able to run a simulation based on the Gaussian distribution model.


  • Code
  • Coding
  • Finance
  • Models
  • Programming
  • Python
  • Simulations


I have tutored hundreds of students in various subjects, formats, and locations. I have taught students both online and in-person subjects ranging from chess, SAT, ACT, computer science, SHSAT, and personal finance. I have hosted large classes as well as one-on-one sessions. In high school, I have taught SHSAT at a tutoring school, chess at a non-profit organization and for an after school program. As a college student, I host online chess workshops as well as private lessons. I cater my lessons to the needs of the class and individual and strive to make the topic engaging, interactive, and fun!

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