The Future Of Risk Management Part 2: Quantifying Uncertainty

  This article was written by Julia Masch, a Financial Analyst at I Know First.  



Highlights

  • Understanding Uncertainty
  • Bayesian Updating & Algorithmic Advantages
  • In the Pipeline: Quantifying Uncertainty

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The Future of Risk Management Part 1: Forecasting Liquidity


This article was written by Julia Masch, a Financial Analyst at I Know First.  


Highlights:

  • What is a liquidity forecast?
  • Why does it matter?
  • I Know First’s Plans To Predict Liquidity

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Stock Market Forecast: Creating a Model for Chaos Mapping and Predictions

taliTali Soroker is a Financial Analyst at I Know First.


Summary
  • Chaotic systems revisited – see original article here
  • Understanding the stock market as a chaotic process
  • What is a model and what is a multivariate time series?
  • How is machine learning used to create an efficient/effective model For stock market forecast
  • Considering higher dimension data sets and time complexity

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5 AI Fintech Companies That You Should Know

  The article was written by Amber Zhou, a Financial Analyst at I Know First.

5 AI Fintech Companies That You Should Know

Summary:

  • Growing Presence of Artificial Intelligence in Financial Service Industry
  • Overview of the AI Fintech Landscape
  • 5 AI Fintech Companies That You Should Know
 

Growing Presence of Artificial Intelligence in Financial Service Industry

Artificial Intelligence (AI), was once the domain of fanciful science fiction books and films. But now the drive to eliminate human fallibility makes the technology stormily take the world across all industries, from self-driving cars to virtual assistants like Siri. Companies are significantly benefited from the cost saving from a variety of automated processes. Now programmers and data scientists are setting their sights on financial services. Applications for AI technologies exist across nearly the entire spectrum of business, from algorithmic stock trading applications, credit card fraud detection to auto investment advisors.

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Machine Learning Trading, Stock Market, and Chaos

taliTali Soroker is a Financial Analyst at I Know First.


Summary
  • There is a notable difference between chaos and randomness making chaotic systems predictable, while random ones are not
  • Modeling chaotic processes are possible using statistics, but it is extremely difficult
  • Machine learning can be used to model chaotic processes more effectively
  • I Know First has employed artificial intelligence and machine learning in order to make predictions in the stock market
  • Definitions for underlined words can be found in the Glossary at the end of the article

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Artificial Intelligence in Finance: AI is the New Electricity

This article was written by Harry Chiang, a Financial Analyst at I Know First.

Artificial Intelligence in Finance: AI is the New Electricity

Summary:
  • The Birth of AI Banking: Defining Artificial Intelligence
  • The Surprising State of AI and Banking Today
  • Why Are Major Banks Reluctant About AI?
  • The Most Important Developments in AI for Personal Finance
  • Four Major Benefits Consumers are Missing Without AI
  • Case Study: DBS, Digibank & India
  • How I Know First is Changing Banking

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