stefanlessmann
PhD on Data Mining from U Hamburg, Germany (2007) Prof. of Information Systems (2014) Consulting and Knowledge Transfer in Data Science (decades)
Humboldt-University of BerlinBerlin, Germany
Pinned Repositories
bads
Demo codes, tutorials, and exercises for the master lecture Business Analytics and Data Science offered by the Chair of Information Systems at the Humboldt-University of Berlin
adams
MSc course on Advanced Data Analytics for Management Support
ASE-ML
ASE course on Machine Learning
bads
Demo codes, tutorials, and exercises for the master lecture Business Analytics and Data Science offered by the Chair of Information Systems at the Humboldt-University of Berlin
ESMT_IML
Materials for ESMT master lecture Introduction to Machine Learning
Fair_Credit_Scoring
Fair ML in credit scoring: Assessment, implementation and profit implications
IS-HU-Berlin
lime_from_scratch
Eine vereinfachte Implementierung des LIME-Verfahrens von Ribeiro et al. (2016) für die lokale Interpretation von Black-Box ML Modellen.
VHB_ProDoc_ML
Resources for participants registered for the VHB ProDoc Course Machine Learning
word2vec-from-scratch-with-python
A very simple, bare-bones, inefficient, implementation of skip-gram word2vec from scratch with Python
stefanlessmann's Repositories
stefanlessmann/VHB_ProDoc_ML
Resources for participants registered for the VHB ProDoc Course Machine Learning
stefanlessmann/ESMT_IML
Materials for ESMT master lecture Introduction to Machine Learning
stefanlessmann/adams
MSc course on Advanced Data Analytics for Management Support
stefanlessmann/ASE-ML
ASE course on Machine Learning
stefanlessmann/word2vec-from-scratch-with-python
A very simple, bare-bones, inefficient, implementation of skip-gram word2vec from scratch with Python
stefanlessmann/bads
Demo codes, tutorials, and exercises for the master lecture Business Analytics and Data Science offered by the Chair of Information Systems at the Humboldt-University of Berlin
stefanlessmann/Fair_Credit_Scoring
Fair ML in credit scoring: Assessment, implementation and profit implications
stefanlessmann/IS-HU-Berlin
stefanlessmann/lime_from_scratch
Eine vereinfachte Implementierung des LIME-Verfahrens von Ribeiro et al. (2016) für die lokale Interpretation von Black-Box ML Modellen.