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Consulting |
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Speaker |
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Bartosz Mikulski |
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How to train a Reinforcement Learning Agent using Tensorflow Agents |
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The reinforcement learning loop with Tensorflow Agents |
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Bartosz Mikulski |
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#Reinforcement learning |
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#TensorFlow |
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How to deal with underf****ing and overf****ing in deep learning |
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The lessons learned from Andrew Ng’s online course |
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Bartosz Mikulski |
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#Deep learning |
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How to split a list inside a Dataframe cell into rows in Pandas |
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Step by step instructions to "explode" a list into DataFrame rows. |
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Bartosz Mikulski |
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#Data Science |
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Monte Carlo simulation in Python |
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How to make business decisions using the Monte Carlo simulation? |
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Bartosz Mikulski |
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#Data Science |
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The problem with software testing in data engineering |
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What if we found a bug in our data pipelines? What if that bug were easy to fix, but it would require a lot of time spent backfilling the data?... |
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Bartosz Mikulski |
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#Data Engineering |
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#Software Craft |
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How does Kafka Connect work? |
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In this article, I am going to describe the internals of Kafka Connect, explain how it uses the Sink and Source Connectors, and how it tracks the offsets of the... |
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Bartosz Mikulski |
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#Apache Kafka |
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#Data Engineering |
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Why my Airflow tasks got stuck in "no_status" and how I fixed it |
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A story about debugging an Airflow DAG that was not starting tasks |
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Bartosz Mikulski |
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#Airflow |
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#Data Engineering |
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What is Kafka log compaction, and how does it work? |
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How the log compaction is implemented in Apache Kafka and how to configure it properly |
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Bartosz Mikulski |
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#Apache Kafka |
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#Data Engineering |
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How does a Kafka Cluster work? |
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What is the difference between a leader and a replica broker? What is the cluster controller? How is the controller elected? |
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Bartosz Mikulski |
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#Apache Kafka |
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#Data engineering |
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Athena performance tips explained |
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How to use query execution plans to speed up Athena queries |
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Bartosz Mikulski |
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#AWS |
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#Data Engineering |
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