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.

Demystifying RPA

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

Animated RNN, LSTM & GRU

Recurrent neural networks are a class of artificial neural networks which are often used with sequential data. The 3 most

How-To

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

It is Good to Learn Programming

As an economist by training, I did a lot of mathematics and statistics modules during my university days. I only had a one-module experience in programming and that was with Java, which in my opinion

Polyaxon – Reproducible data science experiments

I have been looking at the emerging tooling around reproducible data science recently and am glad to have discovered Polyaxon. While still in the early stages of development, being able to run and scale the

Automated Feature Engineering

Automating reptitive tasks is one of the hallmarks of software engineering. One of the main task in data science is to be able to extract good and relevant features from your data. The marriage of

Full stack AI

A good read from IBM on how a full stack end to end AI hardware infrastructure can be put together. Built with scalability in mind with comprehensive coverage of the various needs within an enterprise

Data Science/Analytics transformation for your company

Some of AI Singapore’s team members including myself  have been helping companies build their data analytics/data science capabilities and teams since 2011. Several of us form the core team in Revolution Analytics (enterprise R) in

Announcements

AI4K

Four public AI for Kids (AI4K) workshops were recently conducted during the June school holidays. With support from Facebook and the National Library Board (NLB), 120 enthusiastic participants had a good and enriching time learning

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