MLOPS course details
Hi I am working as a senior data scientist. I know ML and Deep Learning very well, but I lack the experience of productionizing models. I need help with a proper mentored course to understand MLops, LLMops, docker etc. Any help is appreciated.
Tshirt
Student
7 months ago
There isn't any silver bullet.
For docker, can go with mumshad course.
But "productionizing models" oh my goodness
Starting with dbt, trino, Kubeflow, mlflow, seldoncore, jupyter notebooks, kubernetes, istio.. list is endless. All these were oss, there were hundred others which are commerical products. Which will be overwhelming for DS profile.
madewithml.com and fullstackdeeplearning.com can give a very good head-start.
Design machine learning systems by chip huyen is a great book for MLops.I guess for productionizing mlops there were classes from applied ai course now it's shut down.You need to find it on Torrent or telegram I guess
Found this coaching- but found it costly ..
My colleague mentioned that it is worth it..
I am thinking to join it
https://www.manifoldailearning.in/courses/MLOps---LLMOps-AIOps-Bootcamp---A-Private-Community-65c63808e4b09cf855132de4
Forgot to mention this, found this to be an economical way to learn MLOPS -
https://www.manifoldailearning.in/courses/Complete-MLOps-BootCamp-654ddf11e4b004edc19e2649
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