Meet us in Singapore: Samuel Chan is speaking at GovTech STACK 2026, Marina Bay Sands on 3 November.
A deep learning journey through social sentiment, from raw tweets to deployed insight.
4 articles in this topic
End-to-end machine learning project on sentiment analysis. In this post, we will walk through the data collection process with distant supervision method.
End-to-end deep learning with LSTM on tweets from X.com. In this post, we will walk through the steps of data preprocessing and model building.
End-to-end machine learning project on sentiment analysis. In this post, we will walk through the steps of creating a dashboard and deploying our model as a web app with Streamlit.
In this final installment, we will explore some use cases of Twitter sentiment analysis in the field of business and social science.
The same thinking runs all the way through this 12-chapter guide, written by Samuel Chan and ready to read in an afternoon.
A hands-on workshop for building a personal market-monitoring system with Claude: screen IDX and SGX stocks, set up alerts in plain English, and build a live dashboard with an analyst built in. Beginner-friendly.
October 28, 2026Zoom Conferencing (Online)
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