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feat: added elliptio
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Christian Gebbe committed Nov 16, 2023
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# Course notes and projects

List of online courses I've completed or planned, including notes and projects.
List of online courses I've completed, including notes and projects.

- TODO: [A practical guide to Kubernetes](https://www.educative.io/module/a-practical-guide-to-kubernetes)
- [AWS Certified Solutions Architect](https://github.com/cgebbe/aws_certificates)
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# Original Code

Examples of publicly available code I've written myself.
Examples of publicly available code I've written.

## Data Science Projects (code + relevant data)
## Data Science Projects

- [Identifying named entities including entity-links in job postings](https://github.com/cgebbe/prototype_relation_extraction)
- [Identifying named entities in job postings using huggingface](https://github.com/cgebbe/prototype_ner_nobel_laureate)
- [Clustering job postings using BERT embeddings](https://cgebbe.medium.com/clustering-job-postings-by-skills-b33e0ad579ff)
- [Predicting the pressure of a medical ventilator (Kaggle)](https://github.com/cgebbe/kaggle_ventilator_pressure)
- [Predicting future sales (Kaggle)](https://github.com/cgebbe/kaggle_predict_future_sales)
- [Detecting cars and their 3D pose in 2D images (Kaggle)](https://github.com/cgebbe/kaggle_pku-autonomous-driving)

## Prototypes (code + dummy data)
## Apps

- [Library to cache function output to disk](https://github.com/cgebbe/disk_cacher)
- [Saving files to a data lake with reproducibility and metadata: Elliptio](https://github.com/cgebbe/elliptio_data_lake)
- [Caching function output to disk](https://github.com/cgebbe/disk_cacher)
- [Deploying a FastAPI or Streamlit App to Heroku](https://github.com/cgebbe/prototype_heroku_streamlit)
- [Deploying an ML model with a REST API to AWS Lambda](https://github.com/cgebbe/prototype_aws_lambda)
- [Transferring an image style according to Gatys et al. using PyTorch](https://github.com/cgebbe/demo_style_gatys)
- [Estimating a 3D world from 2D RGB images using SLAM and OpenCV](https://github.com/cgebbe/demo_slam)

## Write-ups (text + optionally some code)
## Articles

- [Clustering job postings using BERT embeddings](https://cgebbe.medium.com/clustering-job-postings-by-skills-b33e0ad579ff)
- [Understanding Bayes, Kalman and particle filter](https://github.com/cgebbe/demo_kalman)
- [Understanding the optimization algorithm ADAM](https://github.com/cgebbe/demo_optimizer)

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