Software craft + data engineering? Always!
Consulting
Speaker
Bartosz Mikulski
Data Craft - making data engineering trustworthy because AI cannot learn from dirty data
Featured
How to train a Reinforcement Learning Agent using Tensorflow Agents
The reinforcement learning loop with Tensorflow Agents
How to deal with underfitting and overfitting in deep learning
The lessons learned from Andrew Ng’s online course
How to split a list inside a Dataframe cell into rows in Pandas
Step by step instructions to "explode" a list into DataFrame rows.
Monte Carlo simulation in Python
How to make business decisions using the Monte Carlo simulation?
All Stories
Measuring data quality using AWS Deequ
How to measure data quality in Athena tables using AWS Deequ running on an EMR cluster.
How to conditionally skip tasks in an Airflow DAG
How to use XCom and PythonSensor to skip remaining tasks in an Airflow DAG.
The problem with software testing in data engineering
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?...
How does Kafka Connect work?
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...
Why my Airflow tasks got stuck in "no_status" and how I fixed it
A story about debugging an Airflow DAG that was not starting tasks
What is Kafka log compaction, and how does it work?
How the log compaction is implemented in Apache Kafka and how to configure it properly
How does a Kafka Cluster work?
What is the difference between a leader and a replica broker? What is the cluster controller? How is the controller elected?
Athena performance tips explained
How to use query execution plans to speed up Athena queries
Data flow - what functional programming and Unix philosophy can teach us about data streaming
What does stream processing have in common with functional programming and Unix?
AWS IAM roles and policies explained
In this article, I am going to explain the essential parts of IAM and describe how to grant permissions to your users or AWS Lambda functions you wrote.
How to be happy at work - lessons learned from "Career superpowers" book
In this article, I share the lessons I learned from James Whittaker’s book “Career Superpowers: Succeeding on Purpose.”
How to send metrics to AWS CloudWatch from custom Python code
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