Frauke Albrecht's repositories
de-zoomcamp
notes and exercises from the data-engeineering zoomcamp from DataTalksClub
ml-zoomcamp
notes and exercises for the ml-zoomcamp from DataTalksClub
ai4eo-hyperview
ML challenge to predict soil parameters from hyperspectral images.
ml-ops-zoomcamp
notes and excercises for the mlops-zoomcamp from DataTalksClub
super-resolution
This repo contains a deployment of a super-resolution network in pytorch-lightning.
ai4eo-challenge-slovenia
AI4EO challenge
ai4foodsecurity
AI4EO challenge
cygnss-deployment
Web Interface for Wind Speed Prediction with a Neural Net
image-segmentation
This repo contains a u-net and a u2-net applied for image segmentation.
kitchenware-classification
Code for the kaggle competition for kitchenware classification (https://www.kaggle.com/competitions/kitchenware-classification) using transfer learning. The code can be easily adapted to other multiclass classification projects.
CNN-image-classification
This respository contains several examples of CNN image classification.
course-nlp
A Code-First Introduction to NLP course
data-engineering-zoomcamp
Free Data Engineering course!
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI đź”— https://microsoft.github.io/generative-ai-for-beginners/
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
mlops-zoomcamp
Free MLOps course from DataTalks.Club
pydata_python_in_big_data_in_climate_science
pydata talk big data in climate science
t81_558_deep_learning
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis