Getting Started with Polars
2h 15m

Getting Started with Polars

PyCon - PyCon US 2023
Matt Harrison
polars pandas data-analysis python data-frames data-manipulation performance memory-optimization rust arrow data-science type-casting
Building a Model Prediction Server
1h 46m

Building a Model Prediction Server

PyCon - PyCon US 2023
Ethan Swan
python fastapi scikit-learn machine-learning api-development model-serving predictive-modeling data-science production-deployment
Power up your work with compiling and profiling
1h 34m

Power up your work with compiling and profiling

PyCon - PyCon US 2023
Cheuk Ting Ho
python numba jit-compiler profiling performance-optimization numerical-computing data-science numpy optimization
How to Create Beautiful Interactive GUIs and Web Apps
1h 59m

How to Create Beautiful Interactive GUIs and Web Apps

PyCon - PyCon US 2023
Lisa Carpenter
python streamlit gui web-apps data-science interactive-dashboards data-visualization python-library developer-tooling
Data of Unusual Size: Interactive Visualization
3h 7m

Data of Unusual Size: Interactive Visualization

PyCon - PyCon US 2023
Pavithra Eswaramoorthy Dharhas Pothina
python pandas dask hvplot interactive-visualization big-data data-science cloud-computing data-analysis data-processing
Feature Engineering is for Everyone!
2h 17m

Feature Engineering is for Everyone!

PyCon - PyCon US 2023
Leah Berg Ray McLendon
machine-learning data-science data-analysis nlp text-analysis data-visualization pandas python google-colab one-hot-encoding tf-idf