My talks & workshops

Repository for the https://janpipek.github.io/talks/ webpage.

Presentations

• Fun with histograms and the physt library (PyData Berlin 2018, PyCon LT 2019) 🎥

• A practical guide to designing implants for pandas (PyCon CZ 2019, BI Fórum Budapest 2019, PyData Cambridge 2019, PyData Prague 2020)

• Is Margherita Better than Quattro Stagioni - Polars vs Pandas API (Prague Python Pizza 2024) 🎥

• ▃█▅ Terminal plotting (Brno Python Pizza 2025) 🎥

• Data wrangling in a modern terminal (PyData Prague Meetup, 2025) 🎥

Workshops

• Exploratory Data Analysis, the Polars Way (PyCon Italia 2024, EuroPython 2024, PyCon Austria 2025)

In collaboration with @coobas

• The Data Trinity – Practical Numpy, Pandas and Matplotlib (PyCon CZ 2019)

• Robust Data Transformation with Pandas: Typing, Validation, Testing (EuroPython 2023)

• Accelerating Scientific Python: JAX, Numba, and Ray in Action (EuroPython 2025)