ShareAI

ShareAI is a repository of resources that we have curated for the community. Projects done in AI Singapore, best practices, and experiences will be shared with the community. Interact with members of the community through our forum. Have fun and enjoy the journey!

Commentaries

Insights from the community

Algorithms

AI algorithms we encounter in our research and use during 100E development.

AI and Curve Fitting

This article from last year popped up in my newsfeed recently. It contains a discussion on whether AI systems today

Demystifying RPA

What is RPA? The buzzword “RPA” has been gaining traction in recent years across different industries, but what is it

How-To

Best practices, methods and experiences learnt working on AI/ML projects in AI Singapore.

Recommender Systems – Applying Graph and NLP techniques

(By Eugene Yan, republished with permission) In the previous post, we established that a baseline recommender system (“recsys”) based on matrix factorization is able to achieve an AUC-ROC of ~0.8 (random guessing has AUC-ROC =

Recommender Systems : Beyond the user-item matrix

(By Eugene Yan, republished with permission) Introduction Recommender systems (“recsys”) are a fairly old topic that started back in the 1990s. The key idea — we can use opinions and behaviours of users to suggest

Agile AI Engineering in AISG

At AI Singapore, we are constantly running several 100 Experiments (100E) projects. To ensure smooth and successful delivery, it is essential to have some form of a structured methodology that help guide the team. For

Making Interoperable AI Models a Reality

In one of the last meetup events of the year, one of the graduates of the AI Apprenticeship Programme (AIAP™), Lee Yu Xuan, was invited to be one of the speakers at Google Singapore by

Book Reviews

Too many books, too little time? Zero in on the best books, curated by our community

Machines of Loving Grace by John Markoff : Book Review

I came across this book at Kinokuniya and decided to purchase the audio book. What caught my eye and interest was the subtitle “The Quest for Common Ground Between Humans and Robots”. As an economist

Data for the People by Andreas Weigend : a Book Review

I was introduced to this book by a close friend of mine who is currently working as a data analyst in a prominent start-up. The audio-book is available at the National Library which you can

The AI Economy by Roger Bootle : a Book Review

The AI Economy caught my attention when I was browsing for books at Kinokuniya Singapore. I am an economist by training and am always fascinated by the subject, so a book with such a title

The Hundred-Page Machine Learning Book

This is an excellent book for those that studied AI 10, 20 or 30 years ago, and need a quick weekend refresher course. In 100-pages, the author takes the reader through the basics of machine

Hands-On Machine Learning with Scikit-Learn & Tensorflow

An excellent introductory-intermediate book for any software engineer familiar with Python to quickly pick up machine learning. It will take the beginner to coding relatively proficiently with Python+Scikit-Learn and Tensorflow in a few weeks if

Podcasts

Listen to our Industry Experts on the go!

Digital Transformation

As we reach the end of the 2010s, the term Digital Transformation has been occurring with increasing frequency. We can be quite sure that it will continue to do so as we enter the new

AI Singapore : Past, Present, Future

In our inaugural podcast, I had the opportunity to speak to Laurence, our Director of Industry Innovation, who is a highly recognisable public face of AI Singapore. Hear about his AI journey, his experiences running

Announcements

AIAP™ Batch 3 Graduates!

On 23 December, 2019, we witnessed the graduation of the third batch of apprentices from the AI Apprenticeship Programme (AIAP)™. In his keynote address, Director of AI Industry Innovation, Laurence Liew, thanked the new graduates

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Announcements and News

Announcements, news and important notices.

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Frequently Asked Questions

Common questions about the AI Singapore programmes and community.

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Community contributed articles and news

Articles and news submitted by the AI community in Singapore.

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Community Events

Discussions following events organised by AI Singapore.

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Coffeeshop Talk

Discussions about AI, AI Singapore programmes and the AI scene here in Singapore in general.

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AI Marketplace

Are you looking for AI solution providers? Post your request here for the AI solution providers to respond to you. If you are AI solution vendor, please feel free to advertise your solution and offering here.

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