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Master data science by exposing real algorithmic manipulation.
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MESSAGE FROM GHOST

We're an anonymous collective of ex-FAANG engineers, activists, educators, and artists. We built the algorithms that manipulate millions. Now we're teaching you to break them.

You'll learn real Python. Analyze real data. Expose real manipulation. Create real change.The resistance is coded. Will you join?

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SYSTEM WARNING

This is not a game. You will analyze real corporate data.

You will expose algorithmic manipulation. You will see through digital lies.

They will try to hide the truth. Are you ready to fight back?

THE CHOICE IS YOURS

Stay comfortable with Excel and watch algorithms manipulate you. Or learn Python and start exposing the truth. What will it be?

NOT READY TO COMMIT?

"When every citizen can analyze data,
evil has nowhere to hide."
β€” The Data Underground