Archives of Python

What I’ve been up to since 2022

This has been terribly quiet since July 2022, oops. It turns out that having an infant totally sucks your time! In the meantime I’ve continued to build up: Training courses – I’ve just listed my new Fast Pandas course plus the existing Successful Data Science Projects and Software Engineering for Data Scientists with runs of […]
2 months ago

My first commit to Pandas

I’ve used the Pandas data science toolkit for over a decade and I’ve filed a couple of issues, but I’ve never contributed to the source. At the weekend I got to balance the books a little by making my first commit. With this pull request I fixed the recent request to update the pct_change docs […]
3 years ago

Skinny Pandas Riding on a Rocket at PyDataGlobal 2020

On November 11th we saw the most ambitious ever PyData conference – PyData Global 2020 was a combination of world-wide PyData groups putting on a huge event to both build our international community and to leverage the on-line only conferences that we need to run during Covid 19. The conference brought together almost 2,000 attendees […]
4 years ago

“Making Pandas Fly” at EuroPython 2020

I’ve had a chance to return to talking about High Performance Python at EuroPython 2020 after my first tutorial on this topic back in 2011 in Florence. Today I spoke on Making Pandas Fly with a focus on making Pandas run faster. This covered: Categories and RAM-saving datatypes to make 100-500x speed-ups (well, some of […]
4 years ago

Weekish notes

I’ve recently switched back from Sourdough yeast to dried packet yeast mix, given a recipe by a colleague (thanks Nick!). I immediately set to work modifying his recipe (well, cutting out steps if we’re honest). The first loaf looked fine but was bland – I cut out too much salt. The next was really very […]
4 years ago

Weekish notes

I gave another iteration of my Making Pandas Fly talk sequence for PyDataAmsterdam recently and received some lovely postcards from attendees as a result. I’ve also had time to list new iterations of my training courses for Higher Performance Python (October) and Software Engineering for Data Scientists (September), both will run virtually via Zoom & […]
4 years ago

Week note

Well, mid-next-week note I guess. I gave another variant of my higher performance Python talk last night for PyDataUK to 250 live streamers, we had some good questions, cheers all. On Friday Micha & I heard that the 2nd edition of our Higher Performance Python book has gone to the printers – we’d said we’d […]
4 years ago

“Flying Pandas” and “Making Pandas Fly” – virtual talks this weekend on faster data processing with Pandas, Modin, Dask and Vaex

This Saturday and Monday I’ve had my first experience presenting at virtual conferences – on Saturday it was for Remote Pizza Python (brilliant line-up!) and on Monday (note – this post predates the talk, I’ll update it tomorrow after I’ve spoken) at BudapestBI. UPDATE added 2nd variant of Making Pandas Fly for a short-notice PyDataUK […]
4 years ago

New Higher Performance Python class (June 1-3)

I’ve listed my next Higher Performance Python public class, it’ll run online for 3 mornings on June 1-3 during UK hours. We’ll use Zoom and Slack with pre-distributed Notebooks and modules and you’ll run it using an Anaconda environment. Here’s the write-up from my recent class. We’ll focus on Profiling to find what’s slow in […]
4 years ago