Issue #22: Github Copilot. CI/CD for ML at Scale. Concept Drift in Healthcare. Behavioral Testing.
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Welcome to the 22nd issue of the MLOps newsletter. In this issue, we cover OpenAI’s paper introducing Codex (their fine-tuned GPT language model for code generation that powers Github CoPilot), share Uber’s CI/CD for deploying production ML models, discuss concept drift challenges with production ML models, and share Andrej Karpathy’s recent tweets about challenges with designing data labeling workflows.
Issue #22: Github Copilot. CI/CD for ML at Scale. Concept Drift in Healthcare. Behavioral Testing.
Issue #22: Github Copilot. CI/CD for ML at…
Issue #22: Github Copilot. CI/CD for ML at Scale. Concept Drift in Healthcare. Behavioral Testing.
Welcome to the 22nd issue of the MLOps newsletter. In this issue, we cover OpenAI’s paper introducing Codex (their fine-tuned GPT language model for code generation that powers Github CoPilot), share Uber’s CI/CD for deploying production ML models, discuss concept drift challenges with production ML models, and share Andrej Karpathy’s recent tweets about challenges with designing data labeling workflows.