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Bartosz Mikulski
Building trustworthy data pipelines because AI cannot learn from dirty data
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Deep Q-network terminology in plain English
The terminology used in the paper "Human-level control through deep reinforcement learning"
Bellman equation explained
The fundamental equation of reinforcement learning
Dependencies between DAGs: How to wait until another DAG finishes in Airflow?
In this article, I am going to show how to set up dependencies between two DAGs. Imagine that I have a DAG that dumps data from production databases and another...
How to run Airflow in Docker (with a persistent database)
In this blog post, I am going to show you how to prepare the minimalist setup of puckel/docker-airflow Docker image that will run a single DAG and store logs persistently...
Using machine learning for software testing
How to sample production data to get representative testing dataset?
How to measure the similarity of sequence values
Levenshtein distance and Kendall tau distance
Measuring document similarity in machine learning
How to measure the similarity of two datasets?
Minkowski distance explained
Why most data science projects fail?
Product/market fit - buidling a data-driven product
How to test a product idea?
How to assign people to groups in a fair way using genetic algorithms
Using Helisa and Jenetics in Scala
Genetic algorithms in Scala - solving optimization problems
Using Helisa and Jenetics to help Fallout players
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