Testing the Tests
Creating efficient and effective automated tests and "testing the tests" with mutation testing
Office Automation with Python
Using Python for data preparation and working with Office formats like Excel, Word, and PowerPoint
(A) SQL for Django
A look at using SQL as an alternative to Django's ORM framework, including ways to combine SQL and ORM.
Dashboards and Apps with Dash
Demonstrating the use of Dash for developing dashboards and applications, including an overview of advanced features
Learning Rust with Humility
A slow, humble approach leads to faster results when learning Rust
Search Options in Django: Finding what you mean, not only what you type
Implementing full-text search in Django with Postgres and Elasticsearch
Tests That (Almost) Write Themselves
Implementing approval tests / snapshot tests in Python
Workflows and Data Transformation with Apache Airflow
Apache Airflow combines Python's pragmatism with the functionality of a scalable workflow solution
Go(lang) to Python
How to write Python extensions in Go? The path isn't straightforward, but with CGO and Cython you can reach the goal
The Boring Python Office Talk
Python offers a range of packages for creating and processing Office documents. Why not handle standard tasks with a script?
A Deeper Look at Logging
The Python logging framework offers many features but isn't entirely straightforward. This talk provides background and tips
Additional Talks and Training
Foundations of Big Data Science
A 4-day block seminar based on Python as a first introduction to analytical methods
Tutorial: Text Analysis with Python
A tutorial on text analysis, specifically as a precursor to content indexing
Python with Jupyter Notebook
Tutorial on using and extending Jupyter Notebook
Text Classification and Clustering
Guest lecture on analytical methods for text processing
Automatic Classification and Clustering of Text Documents
Guest lecture on analytical methods for texts
Python - An Overview
Introduction to Python with focus on data analysis and data science, especially in comparison to other languages and products