Archives for Florian Wilhelm's blog
Unlocking the Power of Integer Programming: A Beginner’s Guide to Conference Scheduling
WALD: A Modern & Sustainable Analytics Stack
The Programme of the PyConDE / PyData 2023 in Berlin
Forget about AI and do Mathematical Modelling instead!
Effective and Consistent Configuration via YAML & CLI with Hydra
Handling Anaconda without getting Constricted
Using Google BigQuery with Programmatic SQL
A Practical Comparison of Polars and Pandas
Finally! Bayesian Hierarchical Modelling at Scale
Honey, I shrunk the target variable
Are you sure about that?! Uncertainty Quantification in AI
More Efficient UD(A)Fs with PySpark
Querying NoSQL with Deep Learning to Answer Natural Language Questions
Working efficiently with JupyterLab Notebooks
Performance evaluation of GANs in a semi-supervised OCR use case
Multiplicative LSTM for sequence-based Recommenders
Bridging the Gap: from Data Science to Production
How mobile.de brings Data Science to Production for a Personalized Web Experience
Managing isolated Environments with PySpark
Data Science in Production: Packaging, Versioning and Continuous Integration
Efficient UD(A)Fs with PySpark
Declarative Thinking and Programming
“Which car fits my life?” - mobile.de’s approach to recommendations
Causal Inference and Propensity Score Methods
Hive UDFs and UDAFs with Python
Leveraging the Value of Big Data with Automated Decision Making
Interactively visualizing distributions in a Jupyter notebook with Bokeh
Explaining the Idea behind ARD and Bayesian Interpolation
Introduction to the Python Data Science Stack
How to write a friendly reminder bot
Extending Scikit-Learn with your own regressor
How to setup a new Python project