Tag: machine learning

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

September 23, 2018

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

September 23, 2018

Tali Soroker is a Financial Analyst at I Know First.

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Machine Learning Trading, Stock Market, and Chaos

September 1, 2018

Tali 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

July 25, 2018

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

July 18, 2018

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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Winning AZPN Stock Forecast: Solid Long-Term Success as APM Business Took off

July 18, 2018

Winning AZPN Stock Forecast

“Real-time asset connectivity and system-level views of asset performance data are critical for making informed business decisions and add further value to the asset optimization solutions we offer customers today.”— John Hague, Senior Vice President and General Manager, AspenTech APM.

Aspen Technology, Inc. (Nasdaq: AZPN) provides asset optimization solution software and services in the United States, Europe, and internationally. It operates through two segments, Subscription and Software, and Services. The solutions are designed to optimize assets across the design