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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

Summary

This chapter concludes our core capabilities for creating an investment plan with our Robo-advisor. We started by looking at some basic calculations for projecting how our investments might appreciate in the future. From there, we combined several formulas to come up with a reusable method that accounts for ongoing monthly deposits.

We moved on to visualizing our projections to communicate potential investment outcomes. Then we put together all our core capabilities from earlier chapters to create a new Goal, answer risk tolerance and risk capacity questions, create a model portfolio, and map our risk score to a model portfolio.

With our new Goal, we looked at ways to estimate the probability of achieving our target Goal amount in our planned time horizon. Finally, we built some additional methods to help us calculate Goal probability and find appropriate financial parameters for us to achieve our Goal.

By the end of the chapter, you will have learned hands-on how...

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