As a few of chances are you’ll know, I’m an enormous fan of the DuckDB Python library, and I’ve written many articles on it. I used to be additionally one of many first to write down an article about a good newer Python library known as Fireducks and helped deliver that to individuals’s consideration.
In case you’ve by no means heard of those helpful libraries, take a look at the hyperlinks under for an introduction to them.
Each libraries are growing their share of information science workloads the place it may very well be argued that knowledge manipulation and basic wrangling are at the least as essential as the information evaluation and perception that the machine studying aspect of issues brings.
The core foundations of each instruments are very totally different; DuckDB is a contemporary, embedded analytics database designed for environment friendly processing and…