Beyond Market Intelligence/memFrame

memFrame

Beyond Market Intelligence keeps memFrame in one place: one story so far. The section currently leads with “Run Your Data Analysis Where Your Data Lives”. Most dataframe work pulls data out of the database, then pushes it back after Python finishes its part. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every memFrame story on Beyond Market Intelligence, newest first.

Machine Learning

Run Your Data Analysis Where Your Data Lives

Most dataframe work pulls data out of the database, then pushes it back after Python finishes its part. memFrame flips that script. It compiles your Python/DataFrame API calls directly into SQL, letting DuckDB, PostgreSQL, or ClickHouse do the heavy lifting where the data lives. That is a smarter default. The incremental release strategy is also a good discipline: get inspection, cleaning, and arithmetic solid before tackling groupby and window functions. For deeper Python performance thinking, our guide on advanced techniques pairs well here.