Seouk Jun Kim – Medium

Seouk Jun Kim

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Seouk Jun Kim
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Towards Data Science

The Effectiveness of Feed-forward Neural Networks in Trend-based Trading (1)

Demonstration of the surprising effectiveness, and also the stout limitations, of using simple feed-forward neural networks in trend-based…

Aug 18, 2020

The Effectiveness of Feed-forward Neural Networks in Trend-based Trading (1)

Aug 18, 2020

Seouk Jun Kim
in
Towards Data Science

Rock, Paper, Scissors, and the Stock Market

Recounting my experience in the Rock, Paper, Scissors Kaggle competition, and the resemblance of the competition structure to the stock…

Mar 13, 2021

Rock, Paper, Scissors, and the Stock Market

Mar 13, 2021

Seouk Jun Kim
in
Towards Data Science

Discussing the Champion-specific Player Win-rate Factor in League of Legends Match Prediction

An informative article on the Riot API ecosystem, and a basic investigation on the champion-specific player win-rate factor in match…

Dec 25, 2020

Discussing the Champion-specific Player Win-rate Factor in League of Legends Match Prediction

Dec 25, 2020

Seouk Jun Kim
in
Towards Data Science

The Suspected Ineffectiveness of Champion Class Composition in League of Legends Match Prediction

Discussing the usage of k-means clustering to classify champions and its limited impact on predicting match outcome

Jun 6, 2020

The Suspected Ineffectiveness of Champion Class Composition in League of Legends Match Prediction

Jun 6, 2020

Seouk Jun Kim

Relation Between Book-to-Market Ratio and Returns (1992–2000)

We look at three papers, each written in 1992, 1995, and 2000, to discuss the relation between book-to-market equity ratio (B/M) and…

May 28, 2020

May 28, 2020

Seouk Jun Kim

About Statistical Modeling: The Two Cultures

Discussing my thoughts on various academic papers.

May 9, 2020

May 9, 2020

Seouk Jun Kim
in
Towards Data Science

Match Prediction in League of Legends Using Vanilla Deep Neural Network

Learn about the League of Legends match prediction model that shows about 70% accuracy with its unique input features.

Apr 18, 2020

Match Prediction in League of Legends Using Vanilla Deep Neural Network

Apr 18, 2020

Seouk Jun Kim

Seouk Jun Kim

Columbia University student, CS. Former iOS developer, presently pursuing career in data science. https://www.linkedin.com/in/seouk-jun-kim-a74921184/

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