Session
ML Engineer goes DevOps via MLOps
This talk and lecture are dedicated to helping those transform their careers by generating more awareness around patterns and concepts that stay the same and what is transferrable, to more modern approaches.
The talk will cover a brief story of my Machine Learning as well as Data scientist story and why I decided to change careers, still retain the same set of Development + Operations knowledge, and dive into areas of Cloud Native, Kubernetes, and microservices architectures.
Additional things mentioned in this talk:
- Why DevOps
- DevOps roadmap
- Machine Learning issues which diverted me towards MLOps and DevOps
- Cloud-Native tools
- Pathways to get to these technologies
- Career prospects and what people are doing in these roles today
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