#40: Top 10 Data Science Stories from 2015

#40: Top 10 Data Science Stories from 2015

It's the end of the year and many of you are probably kicking and taking it easy without a TPS report to be seen. So we'll keep this fun and lighthearted this week. We've teamed up with the Partially Derivative podcast and we're running down the top 10 data science stories of 2015 in this joint episode.

Episoder(542)

#423: Solving 10 different simulation problems with Python

#423: Solving 10 different simulation problems with Python

Python is used for a wide variety of software projects. One area it's really gained a huge amount of momentum is in the computational space (including data science). On this episode we welcome back Al...

24 Jul 20231h 6min

#422: How data scientists use Python

#422: How data scientists use Python

Regardless of which side of Python, software developer or data scientist, you sit on, you surely know that data scientists and software devs seem to have different styles and priorities. But why? And ...

7 Jul 20231h 2min

#421: Python at Netflix

#421: Python at Netflix

When you think of Netflix (as a technology company), you probably imagine them as cloud innovators. They were one of the first companies to go all-in on a massive scale for cloud computing as well as ...

2 Jul 20231h 4min

#420: Database Consistency & Isolation for Python Devs

#420: Database Consistency & Isolation for Python Devs

When you use a SQL database like Postgres, you have to understand the subtleties of isolation levels from "read committed" to "serializable." And distributed databases like MongoDB offer a range of co...

26 Jun 202356min

#419: Debugging Python in Production with PyStack

#419: Debugging Python in Production with PyStack

Here's the situation. You have a Python app that is locked or even has completely crashed and all you're left with is a core dump on the server. Now what? It's time for PyStack! You can capture a view...

14 Jun 20231h 12min

#418: How To Keep A Secret in Python Apps

#418: How To Keep A Secret in Python Apps

Think about the different APIs and databases your application works with. Every one of them requires either an API key or a database connection string that itself contains a password. How do you let y...

2 Jun 20231h 7min

#417: Test-Driven Prompt Engineering for LLMs with Promptimize

#417: Test-Driven Prompt Engineering for LLMs with Promptimize

Large language models and chat-based AIs are kind of mind blowing at the moment. Many of us are playing with them for working on code or just as a fun alternative to search. But others of us are build...

30 Mai 20231h 13min

#416: Open Source Sports Analytics with PySport

#416: Open Source Sports Analytics with PySport

If you're looking for fun data sets for learning, for teaching, maybe a conference talk, or even if you're just really into them, sports offers up a continuous stream of rich data that many people can...

22 Mai 202357min

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