Only certain things we learn through experimentation will provide a clear perspective. At least you have an intuition—it may work, or it may not.
Work in databases, machine learning, or deep learning requires conducting a certain number of experiments to be sure of what works and what doesn't. Of course, learning in these areas is ongoing and continuous.
Ownership is not just about having something without having done it. Ownership is more about having built a certain number of things and gathered the experience so you are able to own it because you know how to do it. When it's not a process that governs things, it's the people with experience and perspective who build better things.
Sometimes, I feel that the term "ownership" is very overloaded. Being a full-stack developer or a jack-of-all-trades requires only a certain amount of fixed time, and you cannot be good at everything. For example, knowing how to fine-tune an index or a model, understanding different types of prompts, context latency, and conducting various experiments.
I think we need to be very clear about learning. Don't just rely on certifications, working on one project, or having some perspective. It's more than just keywords, jargon, and perspectives. Undertaking a good number of experiments, embracing failures, and gaining diverse perspectives will give you the intuition to deal with ambiguity when facing the next set of problems.
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Keep Going!!!
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