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@pyladiesams

PyLadies Amsterdam

We bring focus and real coding to tech meetups so Python programmers can effectively share knowledge and enrich their coding skills

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  1. bootcamp-bringing-ML-models-into-production-intermediary-jun-aug2021 bootcamp-bringing-ML-models-into-production-intermediary-jun-aug2021 Public

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

    Jupyter Notebook 32 18

  2. conformal-prediction-jan2024 conformal-prediction-jan2024 Public

    An introduction to conformal prediction

    Jupyter Notebook 27 4

  3. Bootcamp-Data-Analysis-beginner-apr-may2020 Bootcamp-Data-Analysis-beginner-apr-may2020 Public

    Python Bootcamp Data Analysis for Beginners

    Jupyter Notebook 22 12

  4. personalization-with-text-to-image-diffusion-models-feb2024 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

    Jupyter Notebook 16 2

  5. web-scraping-beginner-may2021 web-scraping-beginner-may2021 Public

    An introduction to Web Scraping with Python and Azure Functions.

    Python 15 6

  6. OOP-advanced-jan2020 OOP-advanced-jan2020 Public

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

    Jupyter Notebook 12 16

Repositories

Showing 10 of 77 repositories
  • 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 simple robot that can light up LEDs and move a handmade part. The workshop covers wiring, coding, and basic motion control principles, which you can later expand to include sensors or APIs.

    pyladiesams/robotics-with-micropython-jan2026’s past year of commit activity
    Python 7 MIT 2 0 0 Updated Jan 27, 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 right model for building your own AI Agent; and how to build an AI Agent from scratch.

    pyladiesams/building-ai-agents-nov2025’s past year of commit activity
    Python 2 MIT 3 0 0 Updated Nov 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 massive datasets without heavy infrastructure, and how Smallpond extends those capabilities into distributed, collaborative, or cloud-friendly environments.

    pyladiesams/lightweight-analytics-duckdb-smallpond-oct2025’s past year of commit activity
    Jupyter Notebook 1 MIT 1 0 0 Updated Nov 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

    pyladiesams/data-pipelines-with-dbtcore-snowflake-sep2025’s past year of commit activity
    Makefile 2 MIT 1 0 0 Updated Oct 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.

    pyladiesams/kedro-prod-ready-ds-pipelines-aug2025’s past year of commit activity
    Python 2 MIT 2 0 0 Updated Aug 31, 2025
  • ai-in-action-from-ml-models-to-games-jul2025 Public

    Talks about AI in action: From ML models to games

    pyladiesams/ai-in-action-from-ml-models-to-games-jul2025’s past year of commit activity
    1 MIT 1 0 0 Updated Jul 22, 2025
  • optimize-ai-prompts-jun2025 Public

    Optimize AI prompts to reduce verbosity and carbon footprint with ScaleDown

    pyladiesams/optimize-ai-prompts-jun2025’s past year of commit activity
    Jupyter Notebook 2 MIT 1 0 0 Updated Jul 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.

    pyladiesams/workshop-of-choice-dcnd-jul2025’s past year of commit activity
    1 0 0 0 Updated Jul 2, 2025
  • pytest-aug2019 Public

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

    pyladiesams/pytest-aug2019’s past year of commit activity
    Python 2 MIT 2 0 0 Updated Jun 23, 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.

    pyladiesams/dapr-in-action-may2025’s past year of commit activity
    Jupyter Notebook 1 MIT 4 0 0 Updated Jun 1, 2025

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