Software Engineering for Data Scientists (next course 3rd quarter 2021 TBC) - write stronger research code, refactor to make it maintainable, add unit tests and defensible data loading tests so you trust your processing. You'll be able to develop faster with fewer bugs and your colleagues will have more trust in your code.
Higher Performance Python (purchase tickets in Eventbrite for July 21-23 2021) - learn to profile slow & memory hogging code including Pandas and sklearn, learn to compile using Numba and to parallelise to multi-core with Dask and Vaex. You'll speed-up numeric code by 200*, massively increase the speed of some of your Pandas operations and you'll understand how to handle "bigger than RAM datasets" in Pandas.
Successful Data Science Projects (next course 3rd quarter 2021 TBC), we worked through how to estimate the value of a project, derisk it, design a project and develop a defensible project specification to improve the value and likelihood of your delivery. This course also covers leadership training.
Join the low-volume course announce list (click the button below) to hear when these courses are given dates and to get early-access to the discounted early-bird tickets.