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Bartosz Mikulski
Building trustworthy data pipelines because AI cannot learn from dirty data
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How to train a model in TensorFlow 2.0
Using the built-in Keras in TensorFlow 2.0
How to train a Reinforcement Learning Agent using Tensorflow Agents
The reinforcement learning loop with Tensorflow Agents
How to use a custom metric with Tensorflow Agents
How to define a new Tensorflow Agents metric and add it to the driver
How to use a behavior policy with Tensorflow Agents
Random and scripted behavior policies
How to create an environment for a Tensorflow Agent?
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?
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