Shuyib/from_cell_to_statistics

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Shuyib/from_cell_to_statistics

Shuyib

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chronic-kidney-disease-kaggle

Using machine learning models to predict if patients have chronic kidney disease based on a few features. The results of the models are also interpreted to make it more understandable to health practitioners.

Phylogenetic-tree-study

Estimating Phylogenetic trees using six microorganisms 16S rRNA gene with Unsupervised Learning, web based tools and Molecular Evolutionary Genetics Analysis MEGA7

Jupyter Notebook

fast-ai-projects

Projects I'm trying out for the fast.ai class in collaboration with Data Institute University of San Francisco 2018-* to test if I've understood the material

Jupyter Notebook

cell-explorer-tool

An image explorer tool that uses ipywidgets and image manipulation in Pillow to look for and refine features in a image. This is mostly pitched on cell biology, cytopathology and histopathology.

Jupyter Notebook

fl-predict-covid-19

manning.com liveproject. It is in 3 parts to make a personalized prediction whether someone has COVID-19 based on audio data.

Jupyter Notebook

data-privacy-pres

A repo that takes you through some principles about data privacy based on the Kenya Data Protection Act and General Data Protection Regulation. Useful for a data person.

pimaMLsklearn

Using various supervised learning estimators in Sci-Kit Learn to get the best prediction accuracy if possible for the pima indians dataset.

Jupyter Notebook

mentorship-workflow

This is a repository I give to individuals interested in practical data science and machine learning