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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

Defining risk profiling, portfolios, and projections

In this section, we’ll learn about the basic building blocks of any investment – risk and portfolios.

You may be surprised to learn that despite all the innovation around how investing is done in 2022, the fundamental principles of how investments are made haven’t changed since 1952. That is the date of Harry Markowitz’s famous thesis paper simply titled Portfolio Selection (Markowitz). It outlines the principles used by nearly all investment advisors today, including Robo-advisors. The significance of this work eventually saw him awarded the 1990 Nobel Prize in Economics.

Modern portfolio theory

Before we dive into the specifics of Markowitz’s theory, now named Modern Portfolio Theory (MPT), we should stop to ask ourselves why we need a portfolio to begin with. Can’t we just invest in stocks like people on Robinhood? Well, technically speaking, any investment that contains more...

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