Hello, world — and what I plan to write here
A new home for my notes on applied machine learning, data engineering and cloud. What this blog is for, and what to expect from it.
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Writing
Notes on applied machine learning, data engineering and cloud — mostly things I had to work out the hard way.
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Making batch jobs boring
Four habits that turned a nightly pipeline from something I dreaded getting paged about into something I stopped thinking about: idempotency, partition discipline, contract tests, and failing loudly.
CycleGAN: cycle-consistency is the key
How CycleGAN learns to translate between two image domains without a single matched pair — and why the cycle-consistency loss, not the adversarial loss, is what makes it work.
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