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Robo-Advisor with Python

You're reading from   Robo-Advisor with Python A hands-on guide to building and operating your own Robo-advisor

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Product type Paperback
Published in Feb 2023
Publisher Packt
ISBN-13 9781801819695
Length 250 pages
Edition 1st Edition
Languages
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Author (1):
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Aki Ranin Aki Ranin
Author Profile Icon Aki Ranin
Aki Ranin
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Table of Contents (22) Chapters Close

Preface 1. Part 1: The Basic Elements of Robo-Advisors
2. Chapter 1: Introduction to Robo-Advisors FREE CHAPTER 3. Chapter 2: What Makes Up a Robo-Advisor? 4. Chapter 3: Robo-Advisor Platforms versus Algorithms 5. Chapter 4: Leasing, Buying, or Building Your Own Robo-Advisor 6. Part 2: Building Your Own Robo-Advisor
7. Chapter 5: Basic Setup and Requirements for Building a Robo-Advisor 8. Chapter 6: Goal-Based Investing 9. Chapter 7: Risk Profiling and Scoring 10. Chapter 8: Model Portfolio Construction 11. Chapter 9: Investment Projections 12. Chapter 10: Account Opening and KYC 13. Chapter 11: Funding Your Account 14. Chapter 12: Order Management and Execution 15. Part 3: Running and Operating Your Own Robo-Advisor
16. Chapter 13: Performance Reporting 17. Chapter 14: Rebalancing 18. Chapter 15: Dividends and Fee Management 19. Chapter 16: Regulations for Robo-Advisors 20. Index 21. Other Books You May Enjoy

Calculating investment projections

Let’s start from the basics using some simple assumptions to calculate how interest will increase our investment value over 1 year:

expectedReturn = 0.08
initialInvestment = 5000
years = 1
valuePrincipal = initialInvestment * (1 + expectedReturn)
print(valuePrincipal)

In this example, I used an 8% expected return for my portfolio and an initial investment of 5,000. So the result would be 5,400 if the interest from our portfolio return is applied at the end of the year. If we generalized this formula for monthly interest instead, we would get the following:

valuePrincipal = initialInvestment * pow(1 + expectedReturn/12, (years*12))
print(valuePrincipal)

Here, we make use of the pow function to implement the power used in the original formula. Due to the more frequent compounding, the result would be slightly higher at 5414.99. If we were to allow only one-time investments into our portfolios, this would be all we need. In reality...

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