Name: Stefan Scholz
Type: User
Bio: Industrial Engineer || Self-Taught Data Scientist
My name is Stefan Scholz and I'm an Industrial Engineer from Görlitz, Germany. I'm currently educate myself in the field of Data Science. My main focus is on Python and SQL. At the moment I'm trying out business intelligence services like Microsoft Power BI.
handwritten_digits
Building a handwritten digits classifier (image classification, k-nearest neighbors, deep neural networks)
linreg_insurance
Predicting insurance costs with linear regression. (sequential feature selection, k-means cluster analysis)
logreg_heart_disease
Predicting heart disease with a logistic regression model
metal_archives
What are the predominant genres and themes in metal music? (web scraping, sql database, normalize text data, geographic heatmap, word cloud)
optimize_profile_lenghts
Reduce material waste by calculating optimal profil lengths to keep in store (pandas, matplotlib, seaborn, donut chart)
optimizing_model_prediction
Practicing several techniques to optimize a model to predict forest fires (imputation, outlier detection, regularization, k-fold cross-validation, sequential feature selection, polynomial features, splines)
power_bi_portfolio
Portfolio of a couple of Business intelligence projects with Microsoft Power BI
st-olz
my personal respository
tree_models_productivity
Predicting employee productivity using tree models (decision tree cassification, cross validation, minimal cost-complexity pruning, random forest)
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
