finelybook
Robo-Advisor with Python: A hands-on guide to building and operating your own Robo-advisor
by Aki Ranin(Author)
Publisher Finelybook 出版社: Packt Publishing - ebooks Account (February 28, 2023)
Language 语言: English
pages 页数: 250 pages
ISBN-10 书号: 1801819696
ISBN-13 书号: 9781801819695
Book Description
Build your own robo-advisor in Python to manage your investments and get up and running in no time
Purchase of the print or Kindle book includes a free PDF eBook
Key Features
Explore the use cases, workflow, and features that make up robo-advisors
Learn how to build core robo-advisor capabilities for goals, risk questions, portfolios, and projections
Discover how to operate the automated processes of a built and deployed robo-advisor
Book Description
Robo-advisors are becoming table stakes for the wealth management industry across all segments, from retail to high-net-worth investors. Robo-advisors enable you to manage your own portfolios and financial institutions to create automated platforms for effective digital wealth management. This book is your hands-on guide to understanding how Robo-advisors work, and how to build one efficiently. The chapters are designed in a way to help you get a comprehensive grasp of what Robo-advisors do and how they are structured with an end-to-end workflow.
You’ll begin by learning about the key decisions that influence the building of a Robo-advisor, along with considerations on building and licensing a platform. As you advance, you’ll find out how to build all the core capabilities of a Robo-advisor using Python, including goals, risk questionnaires, portfolios, and projections. The book also shows you how to create orders, as well as open accounts and perform KYC verification for transacting. Finally, you’ll be able to implement capabilities such as performance reporting and rebalancing for operating a Robo-advisor with ease.
By the end of this book, you’ll have gained a solid understanding of how Robo-advisors work and be well on your way to building one for yourself or your business.
What you will learn
Explore what Robo-advisors do and why they exist
Create a workflow to design and build a Robo-advisor from the bottom up
Build and license Robo-advisors using different approaches
Open and fund accounts, complete KYC verification, and manage orders
Build Robo-advisor features for goals, projections, portfolios, and more
Operate a Robo-advisor with P&L, rebalancing, and fee management
Who this book is for
If you are a finance professional or a data professional working in wealth management and are curious about how robo-advisors work, this book is for you. It will be helpful to have a basic understanding of Python and investing concepts. This is a great handbook for developers interested in building their own robo-advisor to manage personal investments or build a platform for their business to operate, as well as for product managers and business leaders in financial services looking to lease, buy, or build a robo-advisor.
Table of contents
Introduction to Robo-Advisors
What Makes Up a Robo-Advisor?
Robo-Advisor Platforms versus Algorithms
Leasing, Buying, or Building Your Own Robo-Advisor?
Basic Setup and Requirements for Building a Robo-Advisor
Goal-Based Investing
Risk Profiling and Scoring
Model Portfolio Construction
Investment Projections
Account Opening and KYC
Funding Your Account
Order Management and Execution
Performance Reporting
Rebalancing
Dividends and Fee Management
Regulations for Robo-Advisors
