pyladiesams/optimize-ai-prompts-jun2025

Optimize AI prompts to reduce verbosity and carbon footprint with ScaleDown

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pyladiesams/dapr-in-action-may2025

Dapr is redefining how we build distributed applications — and it’s quickly becoming a must-know tool for building cloud-native applications.

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pyladiesams/workshoptopic-mmmYYYY

Workshop template

Language: Jupyter Notebook - Size: 21.9 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 5

pyladiesams/ai-in-finance-python-lecture-may2025

AI in Finance - Python interactive lecture for students studying Finance

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pyladiesams/kafka-clients-processing-data-streams-aug2025

Learn how to set up a Kafka producer client, then process the data to make it ready for downstream consumers. Discuss the basic of Kafka and get a handle on the different ways to process the data.

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

AI in Finance - Python interactive lecture for students studying Finance

Language: Jupyter Notebook - Size: 1.88 MB - Last synced at: 29 days ago - Pushed at: 30 days ago - Stars: 4 - Forks: 3

pyladiesams/ai-in-finance-python-lecture-may2023

AI in Finance - Python interactive lecture for students studying Finance

Language: Jupyter Notebook - Size: 797 KB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 0 - Forks: 0

pyladiesams/ai-in-finance-python-lecture-may2024

AI in Finance - Python interactive lecture for students studying Finance

Language: Jupyter Notebook - Size: 807 KB - Last synced at: about 18 hours ago - Pushed at: 30 days ago - Stars: 0 - Forks: 0

pyladiesams/Jupyter-refactoring-beginner-jul2020

First steps to refactor Jupyter notebooks with ease

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

6 week-long Python hands-on MLOps Bootcamp following a real-life industry scenario.

Language: Jupyter Notebook - Size: 35.5 MB - Last synced at: 29 days ago - Pushed at: 30 days ago - Stars: 31 - Forks: 19

pyladiesams/model-drift-beginner-dec2022

Learn how to handle model drift and perform test-based model monitoring

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pyladiesams/eval-llm-based-apps-jan2025

Create an evaluation framework for your LLM based app. Incorporate it into your test suite. Lay the monitoring foundation.

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pyladiesams/personalization-with-text-to-image-diffusion-models-feb2024

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

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pyladiesams/data-ingestion-modern-stack-apr2025

Learn how to ingest data with dlt (data load tool) from a REST API and load it into DuckDB

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pyladiesams/bdd-with-python-mar2025

An introduction to BDD and frameworks in Python.

Language: Python - Size: 754 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

pyladiesams/Azure-functions-beginner-mar2020

An introduction to Azure functions in Python.

Language: Python - Size: 15.8 MB - Last synced at: 29 days ago - Pushed at: 3 months ago - Stars: 9 - Forks: 1

pyladiesams/global-ai-bootcamp-mar2025

Azure AI workshops

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pyladiesams/conformal-prediction-jan2024

An introduction to conformal prediction

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pyladiesams/intro-data-storytelling-dec2024

Learn how elements of storytelling can be applied to data visualization, and how to effectively tell the story in your data.

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pyladiesams/web-scraping-beginner-may2021

An introduction to Web Scraping with Python and Azure Functions.

Language: Python - Size: 11.7 MB - Last synced at: 29 days ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 5

pyladiesams/introduction-to-llm-agents-with-langchain-jun2024

Workshop on working with LLM Agents using LangChain.

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pyladiesams/talktopic-mmmYYYY

Talk template

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pyladiesams/intro-to-explainabilty-in-finance-oct2024

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.

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pyladiesams/llms-scan-reviews-nov2024 Fork of pyladiesams/workshoptopic-mmmYYYY

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pyladiesams/geodata-in-python-oct2023

Learn the basics of geospatial data theory, covering raster, vector, and related concepts. Gain hands-on experience with Python libraries for geospatial data.

Language: Jupyter Notebook - Size: 251 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 3

pyladiesams/llm-guardrails-jul2024

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

Language: Jupyter Notebook - Size: 13 MB - Last synced at: 29 days ago - Pushed at: 10 months ago - Stars: 2 - Forks: 2

pyladiesams/global-ai-bootcamp-mar2024

Azure Open AI Workshop: earn how to interact with OpenAI models

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pyladiesams/ml-fairness-advanced-feb2022

Learn different techniques for mitigating fairness-related harms using Fairlearn.

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pyladiesams/careers-with-python-beginner-feb2021

Career paths Bioinformatics, Astrochemical research, Data science lifecycle with Python

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pyladiesams/Bootcamp-Data-Analysis-beginner-apr-may2020

Python Bootcamp Data Analysis for Beginners

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pyladiesams/pyro-may2023

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.

Language: Jupyter Notebook - Size: 5.83 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 2

pyladiesams/nlp-projects-with-spacy-may2024

NLP projects with spaCy

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pyladiesams/pytest-aug2019

How to use Pytest, it's best practices and how proper tests are done.

Language: Python - Size: 1.67 MB - Last synced at: 29 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 2

pyladiesams/101-django-rest-framework-jan2023

Learn all things to get started with a project using Django Rest Framework

Language: Python - Size: 2.2 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

pyladiesams/time-series-forecasting-sep2023

Time series forecasting for business workshop. Learn how to quickly prototype forecasts with pycaret

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pyladiesams/OOP-advanced-jan2020

A Deep Dive into Object Oriented Programming in Python january 2020 - february 2020

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pyladiesams/python-oss-sprints-mar2024

Sprints to contribute to the most popular data and AI Python OSS libraries

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pyladiesams/privacy-aware-ml-ds-nov2023

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.

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pyladiesams/careers-with-python-jun2023

Career paths Agriculture, Banking, Data science strategic consulting with Python

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pyladiesams/10-year-celebration-jul2023

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.

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pyladiesams/advanced-pandas-nov2019

A deep dive into Advanced Pandas

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pyladiesams/flask-okt2019

Build a web app with Flask and host it in the cloud.

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pyladiesams/github-nov2019

An introduction to Git, GitHub and Python virtual environments

Size: 1.82 MB - Last synced at: 29 days ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

pyladiesams/pyspark-nov2019

An introduction to PySpark

Size: 1.24 MB - Last synced at: 29 days ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 4

pyladiesams/vizualisation-sep2019

Use Matplotlib and Seaborn to explore data.

Language: Jupyter Notebook - Size: 22.3 MB - Last synced at: 29 days ago - Pushed at: 12 months ago - Stars: 3 - Forks: 3

pyladiesams/storytelling-mindset-aug2023

Transform your Tech career by crafting powerful connections with Storytelling mindset

Size: 16.1 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

pyladiesams/global-ai-bootcamp-mar2023

Azure AI workshops

Size: 865 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

pyladiesams/careers-with-python-beginner-apr2022

Career paths in general, in Data Engineering and Educational Sciences with Python

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pyladiesams/deepLearningPyTorch-beginner-nov2022

Learn the basics of PyTorch and how to use it for more advanced applications

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pyladiesams/containerized-model-serving-with-fastapi-advanced-jun2022

Model Serving with FastAPI

Language: Python - Size: 28.8 MB - Last synced at: 29 days ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 3

pyladiesams/mlops-event-feb2023

MLOps talks - joint effort with Amsterdam MLOps.community

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pyladiesams/global-ai-developer-days-beginner-oct2022

Azure AI workshops

Size: 729 KB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

pyladiesams/classification-bias-beginner-apr2021

Basics of classification and bias

Size: 4.66 MB - Last synced at: 29 days ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 2

pyladiesams/data-interpretation-beginner-sep2020

An introduction to Data Interpretation and Storytelling with Python

Language: Jupyter Notebook - Size: 8.25 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 2

pyladiesams/ml-fairness-beginner-nov2021

Assess fairness of machine learning models and choose an appropriate fairness metric for your use case with Fairlearn

Language: Jupyter Notebook - Size: 5.32 MB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 2

pyladiesams/global-ai-bootcamp-beginner-jan2022

Azure AI workshops

Size: 726 KB - Last synced at: 29 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 3

pyladiesams/cloud-native-web-app-beginner-aug2022

Introduction to cloud-native web applications with Python

Language: Dockerfile - Size: 8.13 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

pyladiesams/django-girls-build-a-blog-beginner-sep2022 Fork of DjangoGirls/tutorial

This is a fork of a Django Girls workshop - Build and deploy your first blog using Python and Django

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pyladiesams/python101-beginner-jul2022

Python workshop for complete beginners

Size: 720 KB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

pyladiesams/tech-presentations-beginner-mar2021

How to structure technical presentations and deliver them with confidence

Size: 9.17 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 1

pyladiesams/graphdbs-gqlalchemy-beginner-mar2022

Learn about Graph Databases and query them in Python with GQLAlchemy

Language: Jupyter Notebook - Size: 5.23 MB - Last synced at: 29 days ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 2

pyladiesams/communicating-about-models-beginner-dec2021

An Introduction to Communicating about your Models

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pyladiesams/product-sorting-beginner-sep2021

An introduction to product list sorting

Language: Jupyter Notebook - Size: 1.57 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

pyladiesams/FOSS-beginner-jan2021

How to contribute to open-source software

Size: 1.58 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

pyladiesams/ETL-intermediate-dec2020

Talks co-organized with PyAmsterdam about ETL/ELT in action in the cloud

Size: 530 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

pyladiesams/tf-hub-beginner-oct2020

An introduction to TensorFlow Hub and Object Detection with TensorFlow pre-trained models

Size: 37.1 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

pyladiesams/Bokeh-visualisation-beginner-aug2020

Easily make interactive plots and dashboards with Bokeh

Language: Jupyter Notebook - Size: 320 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2

pyladiesams/NLP-beginner-nov2020

Intro to NLP with NLTK, spaCy, and gensim

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