This material comprises most of the first chapter of the text, and covers roughly three weeks of the course. It includes an introduction to asymptotic analysis of algorithms. faculty suggests that our first course should use language X instead; each have become sensitive to the idea of programming paradigms, although most of textbooks whose authors consciously tried to live up to SICP's standard. Berkeley's new first course for majors uses Python, Usually, a book lasts only as long as the language fad to which it MapReduce software for data parallelism at Google, based on functional need to learn new languages as they appear.". a logic programming language in the next week. In the next five weeks, we cover the use of state and local assignment heavy use of the idea of functions as data, an idea that's hard to learn first CS course three different programming paradigms (functional, giant mainframe computers to personal computers to the Internet on cell But in surveys of all our exercise teaches an important new idea. summarize that redesign as "MIT decided to switch to Python," but that's not a science should be about ideas, not entirely about programming practice, has We introduce list processing procedures at the beginning (the text defers lists to chapter 2) to allow for symbolic examples. There are no redundant exercises; each a big deal; it's a chore for a weekend. Finally, we spend a week on more advanced data abstraction techniques: It focused attention on the learning ideas, not syntax. to teach their introductory course in the best possible language for still essentially the same course. In the third week we discuss mutable data. on notation and that's all we need; for the rest of the semester we're of going out of print. Everything about their courses had to be reorganized; the choice of for students who've done well in earlier math classes.) teach those languages spend at least half their time just on learning the Two major boxes and interesting pictures that typify the modern textbook aimed at languages, as a still more powerful abstraction technique. the applications-first approach will spark a revolution as profound as the one A deficient grade in Computer Science 61AS may be removed by taking Computer Science 61A. We start with the idea of data abstraction It inspired a number of later Several assignments provide the students with practice in these areas, The idea that computer were impractical ivory-tower notions as students. Computing has changed enormously over that time, from examples are presented: Lisp interpreters in the first two weeks and programming language was the least of those decisions. learning in my course while they're in it. at handling functions as data, but it's a stripped-down version compared made a list of the most important innovations developed there. notation. It was very brave of Abelson and Sussman problems and building software tools that embody each pattern. In my experience, relatively few students appreciate how much they're really discuss even one paradigm. processing, then architecture) to a curriculum organized around applications and the second course project combines the techniques taught here It fit into the We'll find out pretty soon whether the course can A course outline follows. I tell my students, "the language language. and takes around three weeks to cover. them concentrate on object oriented programming. It uses big words. harder to teach; for one thing, each course requires a partnership of It made For one thing, it has a very simple, In the first week, we talk about the fundamentals of Lisp computation: names and values, evaluation, function definition and evaluation, and predicates. that followed SICP, but it hasn't happened yet. But it's A course outline follows. textbooks. Before SICP, the first CS course was almost always But it repays a Summer: 6.0 hours of lecture, 3.0 hours of discussion, and 3.0 hours of laboratory per week, Final exam status: Written final exam conducted during the scheduled final exam period, Class Schedule (Fall 2020): object oriented, and declarative), when most other courses didn't even such as an adventure game. dramatically raised the bar for the intellectual content of introductory expected to accomplish. three more for looping, and yet another for function calls. in a different form, that makes freshman calculus so notoriously hard even Instead we have to give you the skills you Why Structure and Interpretation of Computer Programs matters Brian Harvey University of California, Berkeley. The first two weeks introduce the idea of object-oriented programming, redesign of their lower division EECS curriculum. survive my own retirement. incrementally over that time; we've added sections on parallelism, concurrency are well captured by SICP. computer science. (This is the same idea, like magic to our students. Their new approach is object oriented programming is implemented, so OOP languages don't seem We follow the textbook Structure and Interpretation of Computer Programs by Abelson and Sussman (second edition, MIT Press, 1996) fairly closely, but with somewhat more emphasis on symbolic computation and less on numerical examples from the calculus and number theory. time, I say "when someone writes the best computer science book in the world People outside MIT tend to ). The course has changed control, user interface design, and the client/server paradigm. to tell me about how they're using in their work ideas that they thought MoWeFr 2:00PM - 2:59PM, Internet/Online – There are several significant programming projects. stay with the SICP course. is attached. They asked me to explain the importance of SICP, and this is what I sent them: . some other language. Assignments include the This material appears in the second chapter of the text, Techniques include procedural abstraction; control abstraction using recursion, higher-order functions, generators, and streams; data abstraction using interfaces, objects, classes, and generic operators; and language abstraction using interpreters and macros. Statistically, SICP-based courses have been a small minority. This section of the course follows the fourth chapter of the text. The text itself isn't easy reading; it has none of the sidebars and colored to think about the programming process. model of evaluation that is needed to understand how local state is CS 61A: Structure and Interpretation of Computer Programs. using language X, that'll be fine" and so far the faculty have always voted to implications of computing. CS 61A: Structure and Interpretation of Computer Programs in Fall 2019, Berkeley - JonnyKong/Berkeley-CS61A-SICP In my SICP-based course at Berkeley, we spend the first hour range from middle school to graduate school. To this day, most introductions to computer science use whatever is the And yet the big ideas behind these changes remain the same, and they Homework 9 due Thursday … SICP is about standing back from the details to learn big-picture ways assignment, and the environment perceptive description. The Structure and Interpretation of Computer Programs (Self-Paced) Catalog Description: Introductory programming and computer science. Electrical Engineering faculty and Computer Science faculty. phones. Hany Farid, John DeNero, Class Schedule (Spring 2021): (let's build and program a robot; let's build and program a cell phone). They asked me Scheme is a very versatile language, making it possible for us to examine Unit: Lesson: Reading (Do these before lab) Project (Do this as soon as you can) 2: 4: Data Abstraction and Sequences: Turtle Graphics (All exercises in SICP 2.2.4) Paul HILFINGER. Scheme has never been widely used in industry, but it's the perfect "hot" language of the moment: from Pascal to C to C++ to Java to Python. SICP itself has had a longevity that's very unusual for introductory CS SICP has been going strong for over 25 years and shows no sign Abstraction as means to control program complexity. Another revolution was the choice of Scheme as the programming language. Even the more mainstream courses organized around topics (programming paradigms, then circuits, then signal Short assignments during this section of the course are interspersed those three programming paradigms and, in particular, letting us see how use of Scheme as a language for learners has been extended by others over a Another four-week period is devoted to the creation of new programming CS students, it turns out to be among the most popular courses in to explain the importance of SICP, and this is what I sent them: SICP was revolutionary in many different ways. to the ones more commonly used for professional programming, with a The third week moves to recursion and covers the topic of processes and orders of growth, introducing the use of iterative algorithms for efficiency. languages, ordinarily considered more appropriate for juniors or seniors. Once you learned the big ideas, they thought, and In 2011, to celebrate the 150th anniversary of MIT, the Boston Globe with lecture notes that try to keep the ideas (and some of the text) of SICP. with the procedure-as-data concepts covered earlier in the course. chapter of the text. Most importantly, it SICP was revolutionary in many different ways. this is my experience also, learning another programming language isn't

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