AI Revolution In Finance: Global Investment In AI Fintech Fuels The Flame

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

Summary:

  • AI is one of the hottest areas for investors around the globe.
  • Teaming up with versatile startups helps giants foster growth through new tech and solutions.
  • I Know First has a stake in the process as an ambitious startup on a mission to democratie AI for all.

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Unpacking the Ins and Outs of a Chaotic System – How Can We Predict it

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

Summary:

  • What is Chaos Theory?
  • Earthquakes – An example of a Natural Chaotic System
  • Randomness vs Chaos 
  • What makes a Chaotic System a Chaotic System
  • Modeling a Chaotic System
  • Can We Really Predict the Stock Market? Psychology of Trading and Feedback Loops

What is Chaos Theory?

Source: Medium

In a chaotic system like weather, a tiny change can make a huge impact. Weather is predicted a few days in advance because small changes in input can produce dramatically different results. 

The most commonly used example to explain chaos theory is the butterfly effect. It says that a butterfly flapping its wings on one end of the world can give rise to a hurricane in another part of the world. It sounds bizarre but it illustrates the huge impact small changes in the factors can have on the outcome. 

Without going into too much mathematical details, I would like to briefly explain how

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AI In Banking: Disrupting the Conventions

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

Summary:

  • The rise of AI has been a boon for the banking industry.
  • AI technology is being implemented across the board in various aspects of banking.
  • Investment management is an area that can especially benefit from AI-based solutions.

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AI In Forex Trading: Money Loves Smart Tech

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

Summary:

  • Forex trading is a lucrative area known for a steep learning curve.
  • Its intricate nature makes it tough for beginner traders.
  • AI can help human traders improve their perfomance, making forex trading more accessible.

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AI in Finance: How Good is Morgan Stanley’s Foray into Deep Learning?

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

Summary:

  • Morgan Stanley used artificial intelligence to study thousands of financial reports made by its analysts.
  • The intended outcome was to determine the confidence of the investment bank’s analysts with regards to different stocks.
  • The strategy proved to be immensely successful, with backtests showing positive returns even in 2018 despite the poor performance of the market during that period.

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Stock Market Predictions: Where In The Feedback Loop Is Your Portfolio?

Summary

  • Why you can beat the market, even when it does not seem so.
  • The importance of loops, patterns, and predictable events.
  • Random events are don’t measure risks, and should not affect your decision making.

Some traders follow the trend, and some go against it. At IKnowFirst we work on algorithmic strategies which are neither, we simply try an asses where the next opportunity is. If this means to do what everyone else does, than why not. If it means going against when everyone else does, this is also fine. The tricky part is determining where this opportunities are, this article will discuss how to find opportunities in what can seem as total randomness.

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Stock Market Prediction: Are Markets As Chaotic As We Think?

I Know First Research Team LogoThis article was written by the I Know First Research Team and first published on Medium.

Summary:

  • Stock market prediction is one of the most challenging spheres for AI application in finance.
  • The obstacles to overcome include non-stationary data and an abundance of noise.
  • However, various machine learning techniques can be utilized to tackle these issues and help AI in navigating the world of bulls and bears.

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Algorithmic Trading With I Know First Versus High Frequency Trading

Algorithmic Trading

Competition between investment firms is more intense than ever before as firms are expected to be able to beat the S&P 500 on a regular basis to retain and attract new investors. The market is evolving beyond previously established theories however investors still expect strong and consistent returns.

Traditional tools and fundamental analysis are no longer enough to stay competitive in the contemporary market. Investment firms need to stay one step ahead in order to be the first to recognize trends and take advantage of opportunities. To stay competitive they are looking to employ the most advanced tools to enhance performance. Algorithmic trading is now a growing trend filling this void. Algorithmic “Buy” and “Sell” orders account for 60%-70% of the US equity market volume. Previously, only large investment firms and hedge funds were able to utilize these advanced mathematical models but I Know First: Daily Market Forecast, a financial start-up, has developed an advanced self-learning algorithm that is being employed by professionals and retail investors alike.