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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

Origins of the Robo-advisor

The term Robo-advisor has become quite ubiquitous in the past decade since digital investing has become mainstream. During the COVID-19 pandemic in particular, amid market turmoil, the popularity of investing reached new highs. While most of this newfound attention was directed toward trading tech stocks on platforms such as Robinhood in America, it was also a record period of growth for many Robo-advisors. During the peak frenzy, Robinhood reached a record one million downloads in a single day (Haverstock and Konrad). Robo-advisors may have not yet reached such levels of excitement among retail investors, yet after more than a decade of steady growth globally, Robo-advisors are here to stay.

The term Robo-advisor is both helpful and misleading. There are no robots involved, even if automation of the financial advisor is implied. The exact origin is not known, but the earliest reference comes from a financial journal article in 2001 (Kane). The first platforms we would call by the term only emerged in 2010, in the wake of the financial crisis and riding a new wave of excitement for financial technology (Stein). In many ways, the Robo–advisor was inevitable. Like any other industry, the wealth management industry was due for digital transformation. Any process mainly driven by humans and paper is bound to be disrupted by digital platforms looking to optimize time and cost.

Now, let’s review the path Robo-advisors have taken from the early days, and where they seem to be heading today.

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Robo-Advisor with Python
Published in: Feb 2023
Publisher: Packt
ISBN-13: 9781801819695
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