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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3 Ways To Cluster Data Using Unsupervised Learning

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



 

Highlights:

  • Understanding Unsupervised Learning
  • Types of Clustering and How To Implement Them
  • How I Know First Uses Clustering

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What Is An Artificial Neural Network And How I Know First Is Using It?

The article was written by Hieu Nguyen, a Financial Analyst at I Know First.

Artificial Neural Network and I Know First

Summary:

  • Artificial Neural Network Definition – word by word
  • How does Artificial Neural Network work?
  • Application of ANN in real life
  • How ANN transforms the financial market?
  • Artificial Neural Network and I Know First

You come to the office today like every other day, sit down, grab a cup of coffee, and start reading the news. The more you read, the more you realize there are some words that show up more often “Artificial Intelligence”, “Artificial Neural Network”, “Deep Learning”. A decade ago, no one talked about these concepts. You start to ask yourself “What is all of these?” How’re they going to change my world?”

Artificial Neural Network Definition – word by word

Undoubtedly, Artificial Neural Network (ANN) has turned the page of the computer science

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Machine Learning Stock Market: Business Strategy & Machine Learning in the Financial Industry

This article was written by David Shabotinsky, a Financial Analyst at I Know First, and enrolled at the undergraduate Finance program at the Interdisciplinary Center, Herzliya.

Machine Learning Finance

Summary
  • Background behind Machine Learning and Deep Learning
  • Strategic adaption of AI and Machine Learning in a business environment
  • Why financial firms need Deep Learning techniques to remain competitive
  • Finance firm's adoption of GPUs into operational activities

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Machine Learning Hedge Fund: Artificial Intelligence, Algotrading and Hedge Funds

taliTali Soroker is a Financial Analyst at I Know First. Machine Learning Hedge Fund

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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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ORCL Stock Outlook: Oracle’s Self-Driving Cloud is Aiming at Long-term Win

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

ORCL Stock Outlook

"People are not afraid of AI taking their jobs and instead want to be able to quickly and easily take advantage of the latest innovations” – said Emily He, designated SVP of Oracle's Human Capital Management Cloud Business  

Highlights:

  • A Dramatic Slide despite Satisfying Q4 Results
  • Grasp Market Demand by Autonomous Database and AI-Featured Applications
  • Valuations and I Know First Algorithm Agree on Bullish Long-term Forecast

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