Bayesian Neural Networks: Bayes’ Theorem Applied to Deep Learning

March 31, 2019

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

Highlights:

Vanilla Deep Learning Method: Multilayer Perceptron (MLP)
Introduction to Bayes’ Theorem
Application of Bayes’ Theorem: Bayesian Inference
Combination: Bayesian Neural Networks
How I Know First Utilizes Bayesian Neural Networks for Forecasting

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The New Workforce: The Impact of AI on Human Investors

December 26, 2018

The Impact of AI on Human Investors

“Our intelligence is what makes us human, and AI is an extension of that quality.” – Yann LeCun

Summary:

A growing fear in the financial sector is that robots will soon replace quantitative hedge fund managers and traders.
Potential uses for AI within the financial sector include ‘Algo-trading’ and portfolio management.
To date very few financial institutions are confident to grant full managerial control to a machine.
The I Know First Market Prediction System models and predicts the flow of money between the markets.

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Artificial Intelligence Article Premium Articles

Bayesian Inference and I Know First’s Application

July 1, 2018

This article was written by Kwon Sok Oh, a Financial Analyst at I Know First.

Summary

Introduction of Bayesian Inference and BAC Example
Prior Distribution: Concepts and BAC Example
Likelihood Function: Concepts and BAC Example
Posterior Distribution: Concepts and BAC Example
Posterior Predictive Distribution: Concepts and BAC Example
Conclusion of Discussion and BAC Example
I Know First and Bayesian Neural Networks

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Algorithmic Articles Premium Articles

Stock Recommendations Using Neural Networks: An Average Return of 30.59% in 1 Year

August 20, 2015

Package Name: Tech Stocks
Recommended Positions: Long & Short
I Know First Average: 30.59% Long; 14.23% Short

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Tech Stocks Forecast

Algorithmic Trading For The Individual Investor

July 23, 2015

Algorithmic Trading

The slideshow demonstrates the incredible abilities of artificial intelligence and thus illustrates how utilising artificial intelligence can make a significant difference when picking stocks. Through describing how the algorithm functions, one begins to comprehend how the algorithm manages to forecast such accurate stock predictions.

The advantages of I Know First’s quantitative trading strategy where investors themselves make the important money-making decisions – rather than machines – are clear. Likewise, I Know First’s experienced algorithm make algo-trading less

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Oil Price Forecast: 8.56% Average Return in 14 Days

March 23, 2015

Oil Price Forecast

Recommended Commodities and Positions:

Long:

ICE Brent Crude Oil Futures (^BL1)
ICE NYMEX Crude Oil Futures (^CL1)

Forecast Length: 14 Days (03/06/15 - 03/20/15)
I Know First Average: 8.56%

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Oil Forecast

Algo Trading By Using Neural Networks:Up To 80.85% (Long) & 10.63% (Short) Return In 1 Month

January 26, 2015

Algo Trading By Using Neural Networks

This Best Tech Stocks forecast is designed for investors and analysts who need predictions of the best performing stocks for the whole Technology Industry. It includes 20 stocks with bullish and bearish signals and indicates the best tech stocks to buy: