This repository was created for Dutch Cloud Native Day 2025 to give attendees a chance to revisit and recap some of the most popular workshops run by PyLadies Amsterdam over the past years.
It serves as a curated collection of hands-on, beginner-friendly workshop materials. and learning companion for those who attended our sessions and want to dig deeper at their own pace and serves as a community archive that showcases the diversity of topics we've explored, from data science basics to creative coding.
Whether you're revisiting a workshop you joined, catching up on one you missed, or just browsing for inspiration, this repo is your go-to resource.
Find a slection of interesting workshops below. Kindly note, that some of them will require a third party API key, some of which are available with a free trial account.
Fancy processing (large) amounts of data in Python? Check out these Workshops to take your data processing to the next level!
- Modern Data Ingestion Stack
- An Introduction to PySpark*
- Introduction to Snowflake*
- An Introduction to Web Scraping with Python and Azure Functions**
- GeoData in Python
APIs and web applications are the gateway to a world of information. Check out the below workshops and get inspired on how to open your code up to others.
Python thrives on its vibrant ecosystem of open source libraries. Check out some of them (and learn how to contribute?) below!
GenAI is all the range nowadays. Want to learn how to apply this concept below? Check out the below workshops.
- Dapr in Action*
- LLM Agents with Langchain**
- Personalization of Image Diffusion Models**
- An Introduction to RAG with Elastic*
GenAI applications aren't quite running on autopilot yet and still need a guiding hand. Want to learn how? Check out the workshops below!
Selling a story to stakeholders is half the battle of working with ML models. Check out the below workshops on how to keep it clear and engaging.
Fancy some good old (non-GenAI) Machine Learning? Check out the below selection of workshops for hands on lessons with cool frameworks!