I'm a very straightforward data science student in last year before master graduation. I like to learn bottom-up step by step and go through the logical discovery process myself as much as possible
I don't believe breaking problems in small chunks and thinking algorithmically is the same thing at all. The first is more about reducing the big picture into small problems you can handle in your human cache memory, whereas the algorithm is an abstraction model of a good way to solve the big picture. Usually the algorithm ends up being the big picture on the implementation side. For exampke say you want to implement Djikstra's algorithm. Thinking algorithmically is thinking about what data structure you'll use because of which operation you need to perform on each step. The small chunk is the implementation of a single step or a part of a step.
Yeah, I think I agree with this. The algorithm is somewhat big-picture thinking, though to put it in code you need to chunk it into the smallest components possible to tell the computer what to do. It's a bit tricky, because while an algorithm is defined by small instructions, the algorithm itself is a composition of those instructions...
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Hmm thinking about breaking problems into small pieces is like thinking "algorithmically". Right?
I don't believe breaking problems in small chunks and thinking algorithmically is the same thing at all. The first is more about reducing the big picture into small problems you can handle in your human cache memory, whereas the algorithm is an abstraction model of a good way to solve the big picture. Usually the algorithm ends up being the big picture on the implementation side. For exampke say you want to implement Djikstra's algorithm. Thinking algorithmically is thinking about what data structure you'll use because of which operation you need to perform on each step. The small chunk is the implementation of a single step or a part of a step.
Yeah, I think I agree with this. The algorithm is somewhat big-picture thinking, though to put it in code you need to chunk it into the smallest components possible to tell the computer what to do. It's a bit tricky, because while an algorithm is defined by small instructions, the algorithm itself is a composition of those instructions...