The language used throughout will be Python, a general purpose language helpful in all parts of the pipeline: I/O, data wrangling and preprocessing, model training and evaluation. While Python is by no means the only choice, it offers a unique combination of flexibility, ease of development and performance, thanks to its mature scientific computing ecosystem. Its vast, open source ecosystem also avoids the lock-in (and associated bitrot) of any single specific framework or library.

Read more

Advertisements