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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

Goal-Based Investing

This chapter begins our journey toward building a Robo-advisor hands-on. We will begin by creating some basic objects that we will need along the way, and exploring some useful Python methods that will make our life easier as we build up our capabilities. Throughout the book, our framework for investing will be Goal-based investing, so this chapter will form the basis of many other features that use the concept of Goals in different ways.

Before we jump into some code, let’s briefly talk about why Goals are important. You might be tempted to skip past Goals altogether and just build a portfolio of Exchange-Traded Funds (ETFs). Let me try and convince you otherwise. One of the core challenges of investing, in general, is psychology. In one sense, the idea is simple. Invest as much as you can, and buy and hold like Warren Buffet. In reality, life and investing are much more complicated. The simplicity of a single portfolio and a single risk profile simply...

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