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kamranahmedse / developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.
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Changes to MLOps roadmap #5499

Closed iameminmammadov closed 5 months ago

iameminmammadov commented 6 months ago

Roadmap URL

https://roadmap.sh/mlops

Suggestions

Here are the changes I am suggesting:

Programming Fundamentals

Add GoLang as Optional. MLOps engineers might have to work on infrastructure side and directly interact with K8s. Will need knowledge of Go to be able to do that.

Data Engineering Fundamentals

Add Airflow to Data Pipelines or make it as a separate entity. In Data Pipelines description add It is important to understand the difference betweent ELT and ETL pipelines. Make Spark and Kafka as separate entities; they are not very related. Add Flink as Optional.

Add Data Ingestion Architectures (Lambda vs. Kappa)

Infrastructure as a Code (IaaC)

Add Terraform and Ansible as separate entities. Ansible can be optional. Will add the description for TerraForm with some resources in the next PR.

iameminmammadov commented 6 months ago

Hey @kamranahmedse ,

Do you know how can I get someone to review this suggestion? Thanks.

dansholds commented 5 months ago

Rather than suggesting content additions or changes in an issue please submit them as a PR for review, thanks!

kamranahmedse commented 5 months ago

@dansholds these were actually some valid suggestions to the roadmap (not content).

@iameminmammadov I have made the changes to the roadmap. Let me know if you have any feedback.