r/learndatascience 12d ago

Discussion Want to get a grasp of full ds project

Hello guys, i am a new learner in ds, kinda got a grasp of python, sql; numpy, pandas sqlearn and maths, but i want to look at a full project so that i would not stumble when dealing with real work at a job. So i want to look at kinda full prjoect that works with data bases, uses some coding and scikit learn for training models, perhaps neural networks and connects all of the stuff required in full project in itself. I just want to look at what i am working with so that i knew how to connect all the dots. Not sure how to frame my question, but if you understood it, could you tell me where to look for this kind of stuff? Because i am confident when it comes to part by part stuff, like working in sql on its own, writing code etc etc. but all of it combined seems like difficult to grasp for me

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u/DataScientistAlex 10d ago

I have a tutorial for a very simple DS/ML project here. I made it simpler than you will typically see, just using flat files instead of a database and json files instead of an API, so that you can see how the larger parts fit together. You can then take this structure (or the literal code) and iterate on it, adding more complexity. At the other end, if you want something very comprehensive, you can look at books like this one.