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The AI4SME Ecosystem

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For posting by companies and agencies to share their projects and AI use cases.

A Better Visualization of L1 and L2 Regularization

A Better Visualization of L1 and L2 Regularization

March 5, 2020May 26, 2025

Here’s an intuitive explanation of why L1 regularization shrinks weights…

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Lex Fridman Interview – Pieter Abbeel

Lex Fridman Interview – Pieter Abbeel

March 2, 2020May 26, 2025

For those of you who are in the field of…

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Tips for Presenting Data Insights

Tips for Presenting Data Insights

February 17, 2020May 26, 2025

Presenting your analysis to stakeholders? Here are some presentation tips to make it successful.

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COVID-19 : Visualising the Outbreak

COVID-19 : Visualising the Outbreak

February 14, 2020May 26, 2025

Since cases of COVID-19 infection started surfacing worldwide in the…

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Recommender Systems – Applying Graph and NLP techniques

Recommender Systems – Applying Graph and NLP techniques

January 23, 2020May 26, 2025

(By Eugene Yan, republished with permission) In the previous post,…

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Recommender Systems : Beyond the user-item matrix

Recommender Systems : Beyond the user-item matrix

January 21, 2020May 26, 2025

(By Eugene Yan, republished with permission) Introduction Recommender systems (“recsys”)…

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Analysis of Tweets on the Hong Kong Protest Movement 2019 with Python

Analysis of Tweets on the Hong Kong Protest Movement 2019 with Python

December 18, 2019May 26, 2025

(By Griffin Leow, republished with permission) (Disclaimer: This article is…

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Modeling and Output Layers in BiDAF — an Illustrated Guide with Minions

Modeling and Output Layers in BiDAF — an Illustrated Guide with Minions

December 13, 2019May 26, 2025

BiDAF is a popular machine learning model for Question and…

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DevFest Singapore 2019 Takeaways

DevFest Singapore 2019 Takeaways

December 3, 2019May 26, 2025

Last Saturday, I attended DevFest Singapore 2019 at Google Developer…

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Quick Win from Data – Visualization

Quick Win from Data – Visualization

December 2, 2019May 26, 2025

During my work, many have asked the following question, in…

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AI and Curve Fitting

AI and Curve Fitting

November 25, 2019May 26, 2025

This article from last year popped up in my newsfeed…

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Attention Mechanism in Seq2Seq and BiDAF — an Illustrated Guide

Attention Mechanism in Seq2Seq and BiDAF — an Illustrated Guide

November 20, 2019May 26, 2025

Sequence-to-sequence (seq2seq) and Bi-Directional Attention Flow (BiDAF) are influential NLP models….

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