Field notes from seasoned practitioners in Enterprise Analytics
Supertype Notes
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The latest in AI and Enterprise Analytics
By Analytics Stack
High-Performance Databases
Data Engineering
Article Series
Build a Streaming Data Pipeline with Open Source stack
An architectural guide and code-by-code examples to building a streaming data pipeline with open source tools like Kafka, Spark, Cassandra, Docker and Streamlit.
Twitter (X.com) Sentiment Analysis with Deep Learning
End to end deep learning project featuring the use of the LSTM model to perform sentiment analysis on tweets from X.com (formerly Twitter) and deploying it to Streamlit for exploration and visualization.
Fear and Greed Index: Turning Market Sentiment Into Data
Field notes and lessons on developing a Fear and Greed Index for the Indonesian financial market — inspired by that of the CNN Money's indicator. The series covers methodologies, calculations, modelling, and data engineering used in the construction of this index for Sectors Financial Data Platform, a Supertype-incubated product.
Unveiling YouTube Insights w/ LLM (Large Language Model)
Featuring the productionizing and serving of a LLM model using tools like LangChain, LangCorn, and good old Django / FastAPI for standing up a chat service to provide insights on your YouTube channel.
