PyLadies Amsterdam (@pyladiesams)
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Top repositories

1

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

6 week-long Python hands-on MLOps Bootcamp following a real-life industry scenario.
Jupyter Notebook
31
star
2

Bootcamp-Data-Analysis-beginner-apr-may2020

Python Bootcamp Data Analysis for Beginners
Jupyter Notebook
22
star
3

conformal-prediction-jan2024

An introduction to conformal prediction
Jupyter Notebook
16
star
4

web-scraping-beginner-may2021

An introduction to Web Scraping with Python and Azure Functions.
Python
12
star
5

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
Jupyter Notebook
11
star
6

OOP-advanced-jan2020

A Deep Dive into Object Oriented Programming in Python january 2020 - february 2020
Jupyter Notebook
11
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7

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.
Jupyter Notebook
9
star
8

Azure-functions-beginner-mar2020

An introduction to Azure functions in Python.
Python
9
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9

snowflake-apr2023

An introduction to Data Science using Snowflake
Jupyter Notebook
7
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10

Jupyter-refactoring-beginner-jul2020

First steps to refactor Jupyter notebooks with ease
Jupyter Notebook
6
star
11

advanced-pandas-nov2019

A deep dive into Advanced Pandas
Jupyter Notebook
6
star
12

classification-bias-beginner-apr2021

Basics of classification and bias
6
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13

ml-fairness-beginner-nov2021

Assess fairness of machine learning models and choose an appropriate fairness metric for your use case with Fairlearn
Jupyter Notebook
6
star
14

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

Model Serving with FastAPI
Python
5
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15

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.
Jupyter Notebook
5
star
16

tech-presentations-beginner-mar2021

How to structure technical presentations and deliver them with confidence
5
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17

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

AI in Finance - Python interactive lecture for students studying Finance
Jupyter Notebook
4
star
18

global-ai-developer-days-beginner-oct2022

Azure AI workshops
4
star
19

pyspark-nov2019

An introduction to PySpark
4
star
20

ml-fairness-advanced-feb2022

Learn different techniques for mitigating fairness-related harms using Fairlearn.
Jupyter Notebook
4
star
21

global-ai-bootcamp-mar2023

Azure AI workshops
3
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22

101-django-rest-framework-jan2023

Learn all things to get started with a project using Django Rest Framework
Python
3
star
23

time-series-forecasting-sep2023

Time series forecasting for business workshop. Learn how to quickly prototype forecasts with pycaret
Jupyter Notebook
3
star
24

global-ai-bootcamp-beginner-jan2022

Azure AI workshops
3
star
25

vizualisation-sep2019

Use Matplotlib and Seaborn to explore data.
Jupyter Notebook
3
star
26

graphdbs-gqlalchemy-beginner-mar2022

Learn about Graph Databases and query them in Python with GQLAlchemy
Jupyter Notebook
3
star
27

github-nov2019

An introduction to Git, GitHub and Python virtual environments
3
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28

data-interpretation-beginner-sep2020

An introduction to Data Interpretation and Storytelling with Python
Jupyter Notebook
2
star
29

NLP-beginner-nov2020

Intro to NLP with NLTK, spaCy, and gensim
2
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30

pytest-aug2019

How to use Pytest, it's best practices and how proper tests are done.
Python
2
star
31

flask-okt2019

Build a web app with Flask and host it in the cloud.
HTML
2
star
32

cloud-native-web-app-beginner-aug2022

Introduction to cloud-native web applications with Python
Dockerfile
2
star
33

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.
2
star
34

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
Jupyter Notebook
2
star
35

Bokeh-visualisation-beginner-aug2020

Easily make interactive plots and dashboards with Bokeh
Jupyter Notebook
1
star
36

tf-hub-beginner-oct2020

An introduction to TensorFlow Hub and Object Detection with TensorFlow pre-trained models
1
star
37

ETL-intermediate-dec2020

Talks co-organized with PyAmsterdam about ETL/ELT in action in the cloud
1
star
38

global-ai-bootcamp-mar2024

Azure Open AI Workshop: earn how to interact with OpenAI models
1
star
39

python101-beginner-jul2022

Python workshop for complete beginners
1
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40

communicating-about-models-beginner-dec2021

An Introduction to Communicating about your Models
1
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41

careers-with-python-beginner-apr2022

Career paths in general, in Data Engineering and Educational Sciences with Python
1
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42

deepLearningPyTorch-beginner-nov2022

Learn the basics of PyTorch and how to use it for more advanced applications
Jupyter Notebook
1
star
43

mlops-event-feb2023

MLOps talks - joint effort with Amsterdam MLOps.community
1
star
44

model-drift-beginner-dec2022

Learn how to handle model drift and perform test-based model monitoring
Jupyter Notebook
1
star
45

careers-with-python-beginner-feb2021

Career paths Bioinformatics, Astrochemical research, Data science lifecycle with Python
1
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46

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

Workshop on working with LLM Agents using LangChain.
Jupyter Notebook
1
star
47

nlp-projects-with-spacy-may2024

NLP projects with spaCy
Jupyter Notebook
1
star