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82 repositories

azure-functions-beginner-mar2020
Public
An introduction to Azure functions in Python.
refactoring python nlp
refactoring python nlp workshop serverless azure-functions
Python
•
MIT License
•1•10•0•2•Updated Aug 1, 2026Aug 1, 2026
tabular-foundation-models-tabpfn-aug2026
Public
Learn about Tabular Foundation Models such as TabPFN, how they differ from traditional ML models, as well as the new capabilities they unlock for AI agents
regression classification interpretability
regression classification interpretability ai-agents time-series-prediction tabpfn tabular-foundation-models
Jupyter Notebook
•
MIT License
•1•0•0•0•Updated Jul 15, 2026Jul 15, 2026
building-with-coding-agents-jul2026
Public
In this workshop, you'll learn how to work effectively with coding agentsby building and shipping a software project from scratch.
Python
•
MIT License
•4•0•0•0•Updated Jul 12, 2026Jul 12, 2026
feed-ai-agentic-beast-proper-data-jun2026
Public
Learn how to prepare your data so your AI agent isn't flying blind. We'll work through examples, cleaning and contextualizing tabular data, chunking documents i…
python ai workshop
python ai workshop tabular-data workshop-materials chunking ai-agents unstructured-data ai-agent
Jupyter Notebook
•
MIT License
•2•0•0•0•Updated Jun 25, 2026Jun 25, 2026
pytest-aug2019
Public
How to use Pytest, it's best practices and how proper tests are done.
python testing workshop
python testing workshop pytest
Python
•
MIT License
•2•2•0•0•Updated Jun 11, 2026Jun 11, 2026
scalable-data-harvesting-for-ai-may2026
Public
An introduction to scalable, high-throughput webscraping methods for provision of large training data.
Python
•
MIT License
•0•2•0•0•Updated May 28, 2026May 28, 2026
agentcamp-amsterdam-mar2026
Public
Azure Agentic workshops
agent mcp rag
agent mcp rag documentdb-database ollama agentic-ai mcp-server microsoft-foundry
MIT License
•0•2•0•0•Updated Apr 11, 2026Apr 11, 2026
talktopic-mmmYYYY
Public template
Talk template
python talk
python talk
MIT License
•1•0•0•0•Updated Mar 25, 2026Mar 25, 2026
workshoptopic-mmmYYYY
Public template
Workshop template
python workshop
python workshop
Jupyter Notebook
•
MIT License
•6•0•0•0•Updated Mar 25, 2026Mar 25, 2026
robotics-with-micropython-jan2026
Public
Make A Robot with MicroPython. You’ll learn the fundamentals of robotics using MicroPython and an ESP32 microcontroller. We’ll guide you through building a simp…
workshop robotics micropython
workshop robotics micropython micropython-esp32
Python
•
MIT License
•2•11•0•0•Updated Feb 4, 2026Feb 4, 2026
building-ai-agents-nov2025
Public
In this workshop, we will first study the relationship between an AI Agent and an AI model. Then, by some hands on exercises, we will learn how to choose the ri…
python ai workshop
python ai workshop
Python
•
MIT License
•3•3•0•0•Updated Nov 23, 2025Nov 23, 2025
lightweight-analytics-duckdb-smallpond-oct2025
Public
Learn how to build powerful yet lightweight data workflows using Python, DuckDB, and Smallpond. Explore how DuckDB enables fast, in-process SQL analytics on mas…
python workshop analytics
python workshop analytics data-engineering data-engineering-pipeline duckdb smallpond
Jupyter Notebook
•
MIT License
•2•2•0•0•Updated Nov 13, 2025Nov 13, 2025
data-pipelines-with-dbtcore-snowflake-sep2025
Public
Learn how to load data, create data models, add data quality tests and documentation using dbt Core with Snowflake
workshop snowflake data-engineering
workshop snowflake data-engineering dbt-core
Makefile
•
MIT License
•1•5•0•0•Updated Oct 20, 2025Oct 20, 2025
kedro-prod-ready-ds-pipelines-aug2025
Public
Refactor a typical data science notebook into a well-structured Kedro project, explore its core features and workflow and software engineering best practices.
data-science-production kedro data-science-pipelines
data-science-production kedro data-science-pipelines data-science-pipeline
Python
•
MIT License
•2•2•0•0•Updated Aug 31, 2025Aug 31, 2025
ai-in-action-from-ml-models-to-games-jul2025
Public
Talks about AI in action: From ML models to games
gamedev game-development artificial-intelligence
gamedev game-development artificial-intelligence artificial-neural-networks artificial-intelligence-algorithms
MIT License
•1•1•0•0•Updated Jul 22, 2025Jul 22, 2025
optimize-ai-prompts-jun2025
Public
Optimize AI prompts to reduce verbosity and carbon footprint with ScaleDown
llm prompt-engineering prompting
llm prompt-engineering prompting promptengineering llms llm-inference
Jupyter Notebook
•
MIT License
•1•2•0•0•Updated Jul 19, 2025Jul 19, 2025
workshop-of-choice-dcnd-jul2025
Public
A recap of the Amsterdam PyLadies' workshops of the last year, presented at the Dutch Cloud Native Day 2025.
python open-source machine-learning
python open-source machine-learning workshop software-engineering generative-ai
0•1•0•0•Updated Jul 2, 2025Jul 2, 2025
dapr-in-action-may2025
Public
Dapr is redefining how we build distributed applications — and it’s quickly becoming a must-know tool for building cloud-native applications.
Jupyter Notebook
•
MIT License
•5•1•0•0•Updated Jun 1, 2025Jun 1, 2025
ai-in-finance-python-lecture-may2025
Public
AI in Finance - Python interactive lecture for students studying Finance
Jupyter Notebook
•
MIT License
•0•0•0•0•Updated May 15, 2025May 15, 2025
ai-in-finance-python-lecture-beginner-may2022
Public
AI in Finance - Python interactive lecture for students studying Finance
finance machine-learning ai
finance machine-learning ai beginner-friendly creditcard interpretable-machine-learning shap
Jupyter Notebook
•
MIT License
•3•5•0•0•Updated May 6, 2025May 6, 2025
ai-in-finance-python-lecture-may2023
Public
AI in Finance - Python interactive lecture for students studying Finance
Jupyter Notebook
•
MIT License
•0•0•0•0•Updated May 6, 2025May 6, 2025
ai-in-finance-python-lecture-may2024
Public
AI in Finance - Python interactive lecture for students studying Finance
Jupyter Notebook
•
MIT License
•0•0•0•0•Updated May 6, 2025May 6, 2025
Jupyter-refactoring-beginner-jul2020
Public
First steps to refactor Jupyter notebooks with ease
refactoring python numpy
refactoring python numpy clean-code pandas matplotlib
Jupyter Notebook
•
MIT License
•11•6•0•0•Updated May 6, 2025May 6, 2025
bootcamp-bringing-ML-models-into-production-intermediary-jun-aug2021
Public
6 week-long Python hands-on MLOps Bootcamp following a real-life industry scenario.
python azure azure-functions
python azure azure-functions bootcamp azure-blob mlops azure-pipelines
Jupyter Notebook
•
MIT License
•18•32•0•0•Updated May 6, 2025May 6, 2025
model-drift-beginner-dec2022
Public
Learn how to handle model drift and perform test-based model monitoring
python workshop mlops
python workshop mlops model-monitoring data-drift cd4ml model-drift evidently target-drift
Jupyter Notebook
•
MIT License
•0•2•0•0•Updated May 6, 2025May 6, 2025
eval-llm-based-apps-jan2025
Public
Create an evaluation framework for your LLM based app. Incorporate it into your test suite. Lay the monitoring foundation.
workshop llm llms
workshop llm llms llmops llm-eval llm-test llm-evaluation-framework llm-evaluation-metrics llm-monitoring llm-testing
Jupyter Notebook
•
MIT License
•6•8•0•0•Updated May 6, 2025May 6, 2025
data-ingestion-modern-stack-apr2025
Public
Learn how to ingest data with dlt (data load tool) from a REST API and load it into DuckDB
workshop data-engineering dlt
workshop data-engineering dlt data-ingestion analytics-engineering duckdb
Jupyter Notebook
•
MIT License
•0•3•0•0•Updated May 5, 2025May 5, 2025
bdd-with-python-mar2025
Public
An introduction to BDD and frameworks in Python.
Python
•
MIT License
•0•0•0•0•Updated Apr 2, 2025Apr 2, 2025
global-ai-bootcamp-mar2025
Public
Azure AI workshops
workshop rag azure-open-ai
workshop rag azure-open-ai microsoft-copilot azure-postgresql github-models azure-ai-agent-service
MIT License
•3•9•0•0•Updated Mar 6, 2025Mar 6, 2025
llms-scan-reviews-nov2024
Public
Explore the power of LLMs. Learn how to scan and detect fake and unsafe content in reviews, and discover how AI is applied to keep reviews trustworthy and the p…
workshop llm llm-finetuning
workshop llm llm-finetuning
MIT License
•6•3•0•0•Updated Jan 14, 2025Jan 14, 2025

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PyLadies Amsterdam

All

All

82 repositories

azure-functions-beginner-mar2020

tabular-foundation-models-tabpfn-aug2026

building-with-coding-agents-jul2026

feed-ai-agentic-beast-proper-data-jun2026

pytest-aug2019

scalable-data-harvesting-for-ai-may2026

agentcamp-amsterdam-mar2026

talktopic-mmmYYYY

workshoptopic-mmmYYYY

robotics-with-micropython-jan2026

building-ai-agents-nov2025

lightweight-analytics-duckdb-smallpond-oct2025

data-pipelines-with-dbtcore-snowflake-sep2025

kedro-prod-ready-ds-pipelines-aug2025

ai-in-action-from-ml-models-to-games-jul2025

optimize-ai-prompts-jun2025

workshop-of-choice-dcnd-jul2025

dapr-in-action-may2025

ai-in-finance-python-lecture-may2025

ai-in-finance-python-lecture-beginner-may2022

ai-in-finance-python-lecture-may2023

ai-in-finance-python-lecture-may2024

Jupyter-refactoring-beginner-jul2020

bootcamp-bringing-ML-models-into-production-intermediary-jun-aug2021

model-drift-beginner-dec2022

eval-llm-based-apps-jan2025

data-ingestion-modern-stack-apr2025

bdd-with-python-mar2025

global-ai-bootcamp-mar2025

llms-scan-reviews-nov2024

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Repositories list

82 repositories