Mastering MLOps: Live Model Deployment & Inference Course with Stefan Krawczyk
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Last Updated on July 29, 2023
AI & Machine Learning now power most product experiences even previous these of the large experience companies. Today, your fashions ought to perform and efficiency appropriately to in the long run ship enterprise price. The value of deploying a gradual or harmful model, or not detecting undesirable conduct quickly, could significantly impression purchaser experience and the enterprise’ bottom line.
Stefan Krawczky has spent the ultimate 15+ years engaged on this particular downside at companies like Stitch Fix, Nextdoor, and LinkedIn. He has effectively streamlined the model ‘productionalization’ course of for an entire bunch of the easiest info scientists and machine learning engineers. He has moreover constructed and managed the infrastructure to create, deploy, and monitor tens of 1000’s of fashions using MLOps most interesting practices.
Over the course of 4 2-hr durations with Stefan and totally different excessive ML professionals, you may:
- Learn to ascertain, stay away from, and cease widespread ML outages
- Review {{industry}} case analysis to be taught widespread approaches for scaling model inference
- Evaluate and extrapolate methods from Stitch Fix’s manufacturing deployment method
- Discuss the easiest tooling for enhancing model observability
Plus, not like totally different on-line platforms, these durations on Sphere will give faculty college students the distinctive different to work instantly with Stefan on industry-specific eventualities to upskill their MLOps information whereas networking with totally different top-tier ML professionals. Since the course could be completely accredited, most faculty college students can expense the course using their employee L&D funds.
Sign up to Master Model Deployment & Inference today
Last identify: Stefan Krawcyzk’s ‘Mastering MLOps’ Live Cohort
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