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Algorithmic Trading: Wisdom Of The Crowd vs. Algorithmic Trading

March 15, 2022

“One of the biggest advantages of algorithmic trading is the ability to remove human emotion from the markets, as trades are constrained within a set of predefined criteria. This is an advantage because humans trading are susceptible to emotions that lead to irrational decisions. The two emotions that lead to poor decisions that algorithmic traders aren’t susceptible to are fear, and greed.”
“Advantages of Algorithmic Trading,” NASDAQ

Summary

What is the wisdom of the crowd?
How can the crowd misdirect investors?
How does algorithmic trading address the dangers of “following the herd”?

What is the “wisdom of the crowd”?

Could a crowd, provided that it is large and diverse enough, produce en masse an estimate that outperforms that of an individual expert? American journalist James Surowiecki would

Machine Learning in Finance: I Know First’s Deep Learning Trading Strategies

November 27, 2021

Science fiction is now part of our everyday life as machine learning and artificial intelligence are being more and more embedded in our lives through functions such as visual and audio recognition performed by "digital intelligence" instead of human intelligence. I Know First applies machine learning in finance to predict the future state of the market, these predictions can be used for the development of deep learning trading strategies and result in investment portfolios with excellent returns and performance statistics as we will show below.

Trading Strategies

Summary

Algorithmic trading software automatically takes a variety of factors into account to determine what stocks to buy and sell
Algorithmic trading software platforms such as Quantopian help users learn about writing algorithms, and give them a variety of tools including the ability to backtest
I Know First indicators can contribute to an algorithm so that it accounts for traditional stock statistics as well as I Know First algorithmic forecasts

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Algorithmic Articles

Building An AI-Based Algorithmic Trading Strategy

August 25, 2019

This article was written by the I Know First Research Team.

Summary:

Algorithmic trading has long been seen as something too cryptic and demanding for retail investors and traders.
However, recent advances in machine learning and increasing computer literacy are changing the tide.
Using AI predictions as part of the code, retail traders can build their own algorithms capable of beating the market.