#480: Ahoy, Narwhals are bridging the data science APIs

#480: Ahoy, Narwhals are bridging the data science APIs

If you work in data science, you definitely know about data frame libraries. Pandas is certainly the most popular, but there are others such as cuDF, Modin, Polars, Dask, and more. They are all similar but definitely not the same APIs and Polars is quite different. But here's the problem. If you want to write a library that is for users of more than one of these data frame frameworks, how do you do that? Or if you want to leave open the possibility of changing yours after the app is built, same problem. That's the problem that Narwhals solves. We have Marco Gorelli on the show to tell us all about it.

Episoder(523)

#90: Data Wrangling with Python

#90: Data Wrangling with Python

Do you have a dirty, messy data problem? Whether you work as a software developer or as a data scientist, you've surely run across data that was malformed, incomplete, or maybe even wrong. Don't let messy data wreck your apps or generate wrong results.

21 Des 20161h 1min

#89: A conversation with the Chief Data Scientist of the United States

#89: A conversation with the Chief Data Scientist of the United States

This special episode is hosted by Jonathon Morgan.

15 Des 201652min

#88: Lightweight Django

#88: Lightweight Django

Django is a very popular Python web framework. One reason is you have many building blocks to drop in for large sections of your application. Need a full-on admin table editor backend? That's a few lines of code and boom you have a basic table editor.

6 Des 201659min

#87: PonyORM: The most Pythonic ORM yet?

#87: PonyORM: The most Pythonic ORM yet?

If you could have any API you want for accessing data from Python, what would it look like? What would make it Pythonic? This week you'll hear about Pony ORM: Pony is a Python ORM with beautiful query syntax that lets you write your database queries using Python generators and lambdas.

29 Nov 201656min

#86: Python at StackOverflow

#86: Python at StackOverflow

If you run into a problem with some API or Python code what do you do to solve it? I personally throw a few keywords into google, sometimes even before checking the full docs.

24 Nov 20161h 10min

#85: Parsing horrible things with Python

#85: Parsing horrible things with Python

Do you have horribly convoluted things that need parsing? Obviously you'll learn a bunch of tips and tricks from this episode. But you'll see that advanced parsing is a gateway to many interesting computer science techniques.

17 Nov 201659min

#84: Are we failing to fund Python's core infrastructure?

#84: Are we failing to fund Python's core infrastructure?

When was the last time you used a 3rd party package in Python? Have you recently pip installed SQLAlchemy? Maybe looked up the documentation on a package you found on PyPI?

8 Nov 20161h 5min

#83: Python Videos on Demand at PyVideo

#83: Python Videos on Demand at PyVideo

Have you ever searched for a Python educational video? Maybe how to get started with Pyramid, or running queries with SQLAlchemy's ORM layer?

2 Nov 201653min

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