Modern, typed Python for (multimodal) ML: From training to deployment
58 min

Modern, typed Python for (multimodal) ML: From training to deployment

PyCon - PyCon US 2023
Johannes Messner
python type-hints machine-learning mlops data-validation fastapi pydantic docarray deployment multimodal-ai tensor-shapes
Using Python to Power Serverless Applications
1h 3m

Using Python to Power Serverless Applications

PyCon - PyCon US 2023
Brian McNamara Dan Furman
python serverless aws-lambda api-gateway machine-learning data-streaming developer-experience observability testing ci-cd aws json
Accelerate Your Workflow From Local Python Prototype to the Cloud
52 min

Accelerate Your Workflow From Local Python Prototype to the Cloud

PyCon - PyCon US 2023
Savannah Ostrowski
python azure cloud-development developer-experience cli ci-cd docker azure-developer-cli container-apps infrastructure-as-code devops azure-vm
Developing on Google Cloud with Python and DataFrames
41 min

Developing on Google Cloud with Python and DataFrames

PyCon - PyCon US 2023
Jason Davenport
python google-cloud bigquery data-frames data-engineering analytics cloud-computing developer-advocacy serverless jupyter-notebooks apache-iceberg remote-functions
Publishing your Python project, the conda way
2h 46m

Publishing your Python project, the conda way

PyCon - PyCon US 2023
Dave Clements Mahe Iram Khan Valerio Maggio
python conda packaging conda-forge pip package-management environment-management software-packaging github pytest testing
Eroding Coastlines: A Geospatial & Computer Vision Analysis
1h 35m

Eroding Coastlines: A Geospatial & Computer Vision Analysis

PyCon - PyCon US 2023
Kevin Lacaille Mansi Shah
geospatial-analysis computer-vision python satellite-imagery coastal-erosion data-analysis raster-data digital-image-processing numpy matplotlib opencv
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
Building human-first and machine-friendly CLI applications
2h 28m

Building human-first and machine-friendly CLI applications

PyCon - PyCon US 2023
Reka Horvath
cli python typer cookiecutter poetry command-line-interface developer-tooling software-architecture human-interface-design
How To Troubleshoot and Monitor Applications using OpenTelemetry
2h 2m

How To Troubleshoot and Monitor Applications using OpenTelemetry

PyCon - PyCon US 2023
Ron Nathaniel
opentelemetry observability python flask tracing docker jaeger zipkin prometheus monitoring
Exploring Eco topics with Python
2h 59m

Exploring Eco topics with Python

PyCon - PyCon US 2023
Chiin-Rui Tan
python numpy pandas matplotlib networkx geopandas xarray rioxarray jupyter-notebooks data-visualization network-analysis
Automate Documentation with Sphinx & GitHub Actions
46 min

Automate Documentation with Sphinx & GitHub Actions

PyCon - PyCon US 2023
Olga Matoula Aya Elsayed
sphinx documentation python github-actions api-documentation restructuredtext github-pages automation ci-cd versioning sphinx-multiversion docstrings