How to Start small business with algo trading on Interactive Brokers

People are looking for how to start small business with various ideas. Would you like passive income with side hustle in algo trading with a flexible broker like Interactive Brokers? How many trading forex pairs like this for a buy and hold approach? Is it really that complicated?

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Some example picks

BCO/USD

GBP/NZD

GBP/AUD

XAU/CAD

USD/INR

WTI/USD

SUGAR/USD

GBP/PLN

XCU/USD

XCU/USD

XAG/cad

EUR/NZD

SOYBN/USD

WHEAT/USD

CORN/USD

Demo free Yahoo Finance portfolio data with ETFs and forex for max return

This Python package is just a starting point to experiment for portfolio optimization uses An example with Yahoo Finance portfolio data is also provided. I would use this to help identify which instruments (ETF or forex) which could give max potential returns on a long only portfolio. There are so many varies arbitrary parameters to use. Starting data matters. Source is used from the video tutorial i refer to

. I also cover the limitation with Interactive Brokers where you might want to use free Yahoo Finance data. Just realize it is highly limited on how many download requests you make

You can learn more how I approach this for Interactive Brokers https://quantlabs.net/blog/contact-us/

Tutorial and source code can be found here

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Portfolio Optimization with quant analysis using Python

Here is an excellent demo of using this quant analysis Python package I want to use for portfolio optimization of a basket instruments found on Interactive Brokers. I can confirm with the exception of this line

weights = ef.max_sharpe()

I can confirm this Python package pf PyPortfolioIOpt does indeed work. Helpful links

https://pyportfolioopt.readthedocs.io/en/latest/UserGuide.html

https://github.com/robertmartin8/PyPortfolioOpt/blob/master/docs/Plotting.rst

https://pyportfolioopt.readthedocs.io/en/latest/

https://github.com/paulsg3/PortfolioOptimization/blob/main/Portfolio_Optimization.ipynb

Most advanced

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