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MLOps Academy

Master MLOps. Build production ML systems that last.

Curated, no-fluff curriculum from real-world experience. Tools change, fundamentals don't.

Foundations
  • Data versioning & lineage
  • Experiment tracking
  • Reproducibility
Systems
  • Pipelines (batch/stream)
  • Training orchestration
  • CI/CD for ML
Operations
  • Monitoring & drift
  • Governance & risk
  • Cost & SLOs
Essential Shell Commands
Quick reference for common shell commands used in MLOps workflows
List files with details
ls -lah
Find files by name
find . -name "*.py" -type f
Search in files
grep -r "pattern" /path/to/dir
Watch file changes
tail -f /path/to/logfile
Copy recursively
cp -r source/ destination/
Disk usage
du -sh * | sort -h
Pro Access

All current and future content. One subscription.

$19/mo