PyLadies Amsterdam

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64 repositories

Azure-functions-beginner-mar2020
Public
An introduction to Azure functions in Python.
refactoring nlp serverless python workshop azure-functions
Python
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MIT License
•1•9•0•1•Updated Jan 14, 2025Jan 14, 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 platform secure.
workshop llm llm-finetuning
MIT License
•5•3•0•0•Updated Jan 14, 2025Jan 14, 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 llmops llm-eval llm-test llm-evaluation-framework llm-evaluation-metrics llm-monitoring llm-testing
Jupyter Notebook
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MIT License
•2•1•0•0•Updated Jan 14, 2025Jan 14, 2025
workshoptopic-mmmYYYY
Public template
Workshop template
python workshop
Jupyter Notebook
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MIT License
•5•0•0•0•Updated Jan 13, 2025Jan 13, 2025
talktopic-mmmYYYY
Public template
Talk template
python talk
MIT License
•1•0•0•0•Updated Jan 12, 2025Jan 12, 2025
intro-data-storytelling-dec2024
Public
Learn how elements of storytelling can be applied to data visualization, and how to effectively tell the story in your data.
workshop data-visualization data-visualisation data-viz data-visualizations data-storytelling
MIT License
•1•4•0•0•Updated Dec 11, 2024Dec 11, 2024
intro-to-explainabilty-in-finance-oct2024
Public
Building a model is just one piece of the puzzle in data science; explaining how it works is just as important, especially in finance where transparency and explainability is key.
workshop explainable-artificial-intelligence explainable-ai explainable-ml shapley-value explainable-machine-learning
Jupyter Notebook
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MIT License
•2•2•0•0•Updated Oct 21, 2024Oct 21, 2024
how-to-build-a-data-science-portfolio-that-gets-you-noticed-aug2024
Public
Get valuable tips and insights on how to build your own Data Science Portfolio to stand out in a competitive market!
data-science-portfolio
MIT License
•0•2•0•0•Updated Sep 1, 2024Sep 1, 2024
llm-guardrails-jul2024
Public
Dive into the world of LLM Guardrails using tools like NVIDIA’s NeMo Guardrails. Discover the mechanisms that ensure applications produce reliable, robust, safe, and ethical outputs, and understand their crucial role in LLMs
llm llms nemo-guardrails llm-evaluation
Jupyter Notebook
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MIT License
•2•2•0•0•Updated Jul 30, 2024Jul 30, 2024
introduction-to-llm-agents-with-langchain-jun2024
Public
Workshop on working with LLM Agents using LangChain.
Jupyter Notebook
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MIT License
•1•1•0•0•Updated Jun 25, 2024Jun 25, 2024
vizualisation-sep2019
Public
Use Matplotlib and Seaborn to explore data.
python workshop pandas data-visualization seaborn matplotlib
Jupyter Notebook
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MIT License
•3•3•0•2•Updated Jun 11, 2024Jun 11, 2024
nlp-projects-with-spacy-may2024
Public
NLP projects with spaCy
spacy nlp-machine-learning
Jupyter Notebook
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MIT License
•0•1•0•0•Updated Jun 10, 2024Jun 10, 2024
pytest-aug2019
Public
How to use Pytest, it's best practices and how proper tests are done.
python testing workshop pytest
Python
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MIT License
•2•2•0•0•Updated May 29, 2024May 29, 2024
ai-in-finance-python-lecture-may2024
Public
AI in Finance - Python interactive lecture for students studying Finance
Jupyter Notebook
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MIT License
•0•0•0•0•Updated May 17, 2024May 17, 2024
intro-RAG-elastic-apr2024
Public
Learn what is RAG and how it can increase trustability of LLM apps
Jupyter Notebook
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MIT License
•5•4•0•0•Updated Apr 22, 2024Apr 22, 2024
global-ai-bootcamp-mar2024
Public
Azure Open AI Workshop: earn how to interact with OpenAI models
responsible-ai llm prompting azureopenai
MIT License
•0•1•0•0•Updated Mar 26, 2024Mar 26, 2024
personalization-with-text-to-image-diffusion-models-feb2024
Public
Get familiar with different fine-tuning techniques for text-to-image models, and learn how to teach a diffusion model a concept of your choosing
personalization fine-tuning diffusion-models text-to-image-generation subject-driven-generation
Jupyter Notebook
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MIT License
•2•13•0•0•Updated Feb 29, 2024Feb 29, 2024
python-oss-sprints-mar2024
Public
Sprints to contribute to the most popular data and AI Python OSS libraries
jupyter numpy sklearn conda pandas pymc matplotlib dask geopandas
MIT License
•0•0•0•0•Updated Feb 23, 2024Feb 23, 2024
conformal-prediction-jan2024
Public
An introduction to conformal prediction
python forecasting conformal-prediction
Jupyter Notebook
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MIT License
•3•22•0•0•Updated Jan 31, 2024Jan 31, 2024
10-year-celebration-jul2023
Public
We invite you to celebrate 10 years of PyLadies Amsterdam! Join us to look back at memorable moments through a combination of talks by previous speakers, recordings sent by PyLadies organizers worlwide and socializing with other members.
MIT License
•0•0•0•0•Updated Dec 29, 2023Dec 29, 2023
time-series-forecasting-sep2023
Public
Time series forecasting for business workshop. Learn how to quickly prototype forecasts with pycaret
forecasting business-analytics pycaret time-series
Jupyter Notebook
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MIT License
•2•3•0•0•Updated Dec 28, 2023Dec 28, 2023
privacy-aware-ml-ds-nov2023
Public
Learn how to apply core privacy principles and techniques to the data science and machine learning workflows with Python open source libraries for privacy-preserving machine learning.
differential-privacy privacy-by-design privacy-preserving-machine-learning dataprivacy ppml
MIT License
•2•2•0•0•Updated Nov 27, 2023Nov 27, 2023
geodata-in-python-oct2023
Public
Learn the basics of geospatial data theory, covering raster, vector, and related concepts. Gain hands-on experience with Python libraries for geospatial data.
geodata geospatial-data geopandas rasterio shapely geospatial-analysis
Jupyter Notebook
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MIT License
•3•10•0•0•Updated Oct 24, 2023Oct 24, 2023
storytelling-mindset-aug2023
Public
Transform your Tech career by crafting powerful connections with Storytelling mindset
storytelling mindset
MIT License
•1•0•0•0•Updated Aug 31, 2023Aug 31, 2023
careers-with-python-jun2023
Public
Career paths Agriculture, Banking, Data science strategic consulting with Python
MIT License
•0•0•0•0•Updated Jun 23, 2023Jun 23, 2023
pyro-may2023
Public
Meet Uber's Pyro - popular framework for probabilistic programming. Learn how to introduce regularization and prior assumptions into a model, at first for a simple use case of Bayesian Linear Regression and later in an introduction to deep generative models with Pyro.
probabilistic-programming bayesian regularization pyro deep-generative-model
Jupyter Notebook
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MIT License
•2•5•0•0•Updated May 30, 2023May 30, 2023
ai-in-finance-python-lecture-may2023
Public
AI in Finance - Python interactive lecture for students studying Finance
Jupyter Notebook
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MIT License
•0•0•0•0•Updated May 21, 2023May 21, 2023
ai-in-finance-python-lecture-beginner-may2022
Public
AI in Finance - Python interactive lecture for students studying Finance
finance ai beginner-friendly creditcard interpretable-machine-learning shap machine-learning
Jupyter Notebook
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MIT License
•3•4•0•0•Updated May 18, 2023May 18, 2023
snowflake-apr2023
Public
An introduction to Data Science using Snowflake
python data-science snowflake snowpark
Jupyter Notebook
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MIT License
•2•7•0•0•Updated Apr 18, 2023Apr 18, 2023
mlops-event-feb2023
Public
MLOps talks - joint effort with Amsterdam MLOps.community
mlops mlops-community mlops-workflow mlops-template mlops-team
MIT License
•0•1•0•0•Updated Mar 13, 2023Mar 13, 2023