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Daniel Kapitan's Projects

etc3550slides icon etc3550slides

Slides for a forecasting course based on "Forecasting: Principles and Practice"

evidence icon evidence

Business intelligence as code: build polished data products with SQL and markdown

fastasyoucan icon fastasyoucan

Training program generator using Jack Daniels' Running Formula

fhir-pyrate icon fhir-pyrate

FHIR-PYrate is a package that provides a high-level API to query FHIR Servers for bundles of resources and return the structured information as pandas DataFrames. It can also be used to filter resources using RegEx and SpaCy and download DICOM studies and series.

fhirvault icon fhirvault

Data vault creation of general clinical data. Based upon the python pyelt framework.

gitignore icon gitignore

A collection of useful .gitignore templates

ids-ram_4_0 icon ids-ram_4_0

Focusing on the generalization of concepts, functionality, and overall processes involved in the creation of a secure 'network of trusted data' , the IDS-RAM resides at a higher abstraction level than common architecture models of concrete software solutions do. The document provides an overview and dedicated architecture specifications.

idsa-informationmodel icon idsa-informationmodel

The Information Model of the International Data Spaces implements the IDS reference architecture as an extensible, machine readable and technology independent data model.

interpret icon interpret

Fit interpretable models. Explain blackbox machine learning.

isl-python icon isl-python

Porting the R code in ISL to python. Labs and exercises

islp icon islp

ISLP package: data and code for labs

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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