Non CS background student challenges in software development career

What are the courses to be learned for placing in product based companies

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I’m not really sure what you are asking.

If you are looking for a recommendation for learning to code, this is a community built primarily around the freeCodeCamp curriculum. We’re all pretty big fans of it as a place to start.

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I am requesting to suggest what all courses should I do to be placed as a software developer in product based company because of lack of knowledge on computer science from my side

without you saying any detail, this is the broadest I can go, it is roughly equivalent to a CS degree, with also needing a few years to complete:

do you have any specifics in mind?

It depends on what type of software developer you want to be. Working for a “product based company” doesn’t really add much information or context. If you have no idea where to start, I suggest starting with web development following the freeCodeCamp.org curriculum.