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Tools

Here is a list of open source resources and learning platforms that I have recently found useful. Drop me a line if the links have died or you can suggest other useful tools.

Security and compliance tools
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MITRE ATT&CKĀ®

CISO Assistant Community Edition

Data pipelines
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Airbyte - self-hosted and docker images available.

dbt - dbt Cloud has a free developer account to get you started and docker images are available if you want to run dbt Core.

Data catalogue and metadata tools
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Data Hub

Useful tools
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DuckDB - in-memory database to analyse files (parquet, csv, excel) using SQL

Jupyter Notebooks in VSCode

Data Wrangler extension in VSCode to get overviews of dataframes.

SQL Tools extension in VSCode Database connection manager

Free Courses
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Open HPI

More general online courses
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UK Open University course list

edX