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debanjan16 | 2 years ago
Like BrownU's CS019 course using Pyret. It also teaches a functional approach to programming.
Also Berkeley's CS61A,B,C trilogy.
Do intro level courses matter in the long run? Or is it the higher level courses that set apart universities in undergrad CS education?
brandonspark|2 years ago
That being said, I've certainly heard of Berkeley's CS61A, and in particular, Brown's usage of the Pyret language. From what I've gleaned from Brown's curriculum, it looks extremely solid for a one-semester course! Everything from K-means to BST invariants to graphs to DP. One question I would be interested in is how "naturally" the progression arises, as the class goes from topic to topic, as I don't necessarily immediately see the thesis of the course, but that may just be a preference in how I teach. I feel like 15-150 has a very clear and obvious story to how it progresses.
Berkeley's 61A, B, C progression looks solid in terms of how it slowly unravels the state of the world to students. In terms of specifically 61A, I might hesitate a little bit at teaching higher-order functions to first-time programmers in the second week, but again, I don't really have the full context to know how successfully that usually goes. In terms of topics, it looks more object-oriented than either 150 or Brown (in that 150 is not whatsoever, and Brown does not seem to be). Personally, I fear that OOP can lead you to too much focusing on specific machinery (inheritance, `self`, method resolution) as opposed to general programming concepts, like algebraic data, recursion, or compositional thinking. It has its place, but I prefer fundamentals to specific tools.
With respect to your question about intro level courses, personally I believe they're of utmost importance. CMU SCS's success as an educational institution is in absolutely no small part due to the fact that the school's intro courses are _chiefly_ run by undergraduate TAs, and so the undergraduate course sequence is one of the strongest you can find anywhere in the world. In just the first six courses, which earns a CS minor at CMU, a student becomes most formidable. By contrast, 70% of what I learned in upper-level courses at CMU, I do not use at my day job (except for compilers).
debanjan16|2 years ago
debanjan16|2 years ago
Btw with 15-150 notes and slides do you have any book suggestion in mind that self learners can read alongside?
Note:- There are some leaked lectures from Brown's CS019, if you want to look, here: https://learnaifromscratch.github.io/software.html#org464eb9...