Blogs
This is a graph based overview over my blog articles and projects. This is a k-nearest neighbor graph where two nodes are adjacent if one of them is a closest neighbor of the other.
The Interactive Guide to Attribution Modeling
marketing analytics
This post provides a short introduction to attribution modeling and how it can be used to measure the effectiveness of marketing campaigns.
9/11/2024Intelligent Chatbots at OMD
nlp
chatbots
Especially when it comes to “AI”, actions speak louder than words. Together with the people at Optimize My Day GmbH, we created a chatbot that allows users to interact with their documents, retrieve information and build up their knowledge base.
9/11/2024Self-Service ML with Relational Deep Learning
Machine Learning
Deep Learning
Artificial Intelligence
Relational Databases
Data Science
Market Basket Analysis Using High Utility Itemset Mining
Marketing
Market Basket Analysis
Data Mining
Artificial Intelligence
Machine Learning
An Introduction to Bayesian A/B Testing
Statistics
Marketing Analytics
A/B Testing
Bayesian Statistics
Machine Learning
Useful Visualizations and Statistics for Marketing Analytics
Marketing Analytics
Python
Visualization
Data Analytics
Matplotlib
How to use PostgresDB as your One-Stop RAG Solution
postgres
llm
Vector Database
AI
ChatGPT
Putting Bayesian Models into Production
Machine Learning
Bayesian Statistics
Data Science
Customer Analytics: Pattern Mining on Clickstream Data in Python
Data Science
Artificial Intelligence
Frequent Pattern Mining
Data Mining
Marketing Analytics
A Data-driven, Bayesian Approach to the Critical Path Method
Data Science
Operations Research
Bayesian Statistics
Project Management
Applying the Bayesian Gamma-gamma Model for Customer Lifetime Valuation
Machine Learning
Bayesian Statistics
Data Science
Marketing Analytics
Material Flow Simulation and Optimization with SimPy
Data Science
Machine Learning
Simulation
Python
Operations Research