The Man, The Machine, The Legend: AI In Hedge Fund Management

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

“Some people call this artificial intelligence, but the reality is this technology will enhance us. So instead of artificial intelligence, I think we’ll augment our intelligence.”

Virginia Marie Rometty, head of IBM.

Robots In The Workplace

As the world embraces the power of artificial intelligence and machine learning, whole industries are transformed to reflect this new reality. AIs are now helping taxi companies identify spots that would see lots of ride requests coming in. They could

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AI In Asset Allocation: Smart Tech For Smart Money

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

The financial industry as we know it – or knew it, at least, – is going through a transformation. Wolves of Wall Street, clad in their bespoke suits worth the budget of a small country, are giving up some space to the cohort of jeans-wearing millennials. And this new crowd brings more than a change in fashion. The generation of digital natives has a taste for all things high-tech and the know-how and savvy to make the reality live up to their taste.

(Source: Pixabay.com)

Artificial Intelligence and machine learning, two of the hottest buzzwords of today, play a major role in this process. This technology lies

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How Deep Learning Works In The Stock Market And How to Utilize It for Investment Decisions

 

 

The article was written by Yutian Fang, a Financial Analyst at I Know First and Master of Science in Finance candidate at Brandeis International Business School

 

Summary

  • To make informed investment is always what investors are concerned about
  • Solutions saw their limitations and improvements as techniques developed
  • What Deep Learning can do
    -Deep Networks for Unsupervised or Generative Learning
    -Deep Networks for Supervised Learning
    -Hybrid Deep Networks
  • How I Know First utilized Deep Learning for investment decisions

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Stock Market Prediction: AI And Chaos Theory

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

Rationality and Chaos

There have been many attempts to model the inner workings that make markets tick the way they do, starting from those as fundamental as the Smithsonian unseen hand correcting all the wrongs. However, when it comes to things less abstract and academic, one of the main questions on everybody’s minds is whether market, and, more specifically, stock market predictions are a possibility or not.

stock market predictions
(Source: Pixabay.com)

In extreme cases, both a simple “Yes” and “No” seem to equally contradict the reality on the ground. On the one hand, the famous Efficient

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Stock Market Algorithm: What-If Analysis Response Modeling

taliTali Soroker is a Financial Analyst at I Know First.

Response Modeling


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Quantitative Trading: Has Quant Trading Become Outdated?

The article was written by Jordan Klotnick, a Financial Analyst at I Know First. He graduated from Monash University with a Bachelor's in Business - Majoring in Marketing.

Quantitative Trading

Summary 

  • What is Quantitative Trading?
  • Quant Trading vs Managed Funds
  • Artificial Intelligence
  • I Know First and Hedge Funds

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Algorithmic Trading: Evolution of Algorithmic Trading

Tomer Solel is a Financial Analyst at I Know First. He graduated from Cal Poly Pomona with a bachelor's degree in applied mathematics.

  • The two methods used for algotrading are high frequency and quantitative trading.
  • The steps in understating machine learning include providing framework, giving examples to learn from, fitness function, sequential, and generalization requirement. Everyone wants to report results as accurate as possible and as fast as possible.
  • Genetic algorithm is another type of algorithm. The steps in a genetic algorithm include combination, mutation, crossover, and selection; hence the name “genetic algorithm”.
  • Our algorithm predicts over 3,000 markets in 6 different time horizons for short and long term for stocks, commodities, ETF’s, interest rates, currencies, and world indices.
  • The I Know First daily market heat map includes signal and predictability for different stocks, and recently, in a swing trading report, the I Know First Algorithm Performance crushed the S&P 500’s performance.


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