Comment on Ask HN: How to pivot to a Machine Learning engineer?Comments−ngc2482yI transitioned into an ML Engineer.There are different types of roles in an ML project.1. Data scientists - These are the people who analyze the data and prepare the models. They basically deliver a jupyter notebook to us2. ML Engineer - We take the notebooks from the Data scientists and productionize it.3. MLOPs - These are people take care of the required infra, basically the equivalent of devops.Personally, for me I worked as a hybrid of Data scientist/Ml enggr. I liked being an ML enggr better.−vasili1112yHow well do you know math? Do you really know math?−ngc2482yyes, well enough to get by. Not enough for research or coming up with new ML algos etc−vasili1112yWhich math to learn to be on your level?
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I transitioned into an ML Engineer.
There are different types of roles in an ML project.
1. Data scientists - These are the people who analyze the data and prepare the models. They basically deliver a jupyter notebook to us
2. ML Engineer - We take the notebooks from the Data scientists and productionize it.
3. MLOPs - These are people take care of the required infra, basically the equivalent of devops.
Personally, for me I worked as a hybrid of Data scientist/Ml enggr. I liked being an ML enggr better.
How well do you know math? Do you really know math?
yes, well enough to get by. Not enough for research or coming up with new ML algos etc
Which math to learn to be on your level?