Build a Robo-Advisor with Python (From Scratch) | Manning Publications

Build a Robo-Advisor with Python (From Scratch) | Manning Publications
English | Tutorial | Size: 12.54 MB

Automate your financial and investment decisions
Take control of your wealth management by building your own reliable, effective, and automated financial advisor tool.

In Build a Robo-Advisor with Python (From Scratch) you’ll Learn How To:
• Measure returns and estimate the benefits of robo-advisors
• Use Monte Carlo simulations to build and test financial planning tools
• Construct diversified, efficient portfolios using optimization and other advanced methods
• Implement and evaluate rebalancing methods to track a target portfolio over time
• Decrease taxes through tax-loss harvesting and optimized withdrawal sequencing
• Use reinforcement learning to find the optimal investment path up to, and after, retirement

Every day automated digital advisors, also called robo-advisors, make financial decisions worth millions of dollars. Build a Robo-Advisor with Python (From Scratch): Automate your financial and investment decisions teaches you how to construct a Python-based financial advisor of your very own! You’ll develop a flexible tool that’s capable of managing a real investing strategy-all with popular free Python libraries.

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