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Awesome Courses
List of awesome Computer Science courses scoured from university pages across the web
Table of Contents
Courses
Systems
- CS425 Distributed Systems Univ of Illinois, Urbana-Champaign
- Brilliant set of lectures and reading material covering fundamental concepts in distributed systems such as Vector clocks, Consensus and Paxos.
- Lectures
- Assignments
- CS241 Systems Programming Univ of Illinois, Urbana-Champaign
- Learn how to write programs that take full advantage of operating system support in the C programming language
- Assignments
- 15-440 Distributed Systems Carnegie-Mellon University
- Introduction to distributed systems with a focus on teaching concepts via projects implemented in the Go programming language.
- Assignments
- 6.824 Distributed Systems MIT
- MIT's graduate-level DS course with a focus on fault tolerance, replication, and consistency, all taught via awesome lab assignments in Golang!
- Assignments - Just do
git clone git://g.csail.mit.edu/6.824-golabs-2014 6.824 - Lectures
- SPAC Parallelism and Concurrency Univ of Washington
- Technically not a course nevertheless an awesome collection of materials used by Prof Dan Grossman to teach parallelism and concurrency concepts to sophomores at UWash
- 15-749 Engineering Distributed Systems Carnegie-Mellon University
- A project focused course on Distributed Systems with an awesome list of readings
- Readings
- PODC Principles of Distributed Computing ETH-Zurich
- Explore essential algorithmic ideas and lower bound techniques, basically the "pearls" of distributed computing in an easy-to-read set of lecture notes, combined with complete exercises and solutions.
- Book
- Assignments and Solutions
- CS5412 Cloud Computing Cornell University
- Taught by one of the stalwarts of this field, Prof Ken Birman, this course has a fantastic set of slides that one can go through. The Prof's book is also a gem and recommended as a must read in Google's tutorial on Distributed System Design
- Slides
- CSCI 360 Computer Architecture 3 CUNY Hunter College
- A course that covers cache design, buses, memory hierarchies, processor-peripheral interfaces, and multiprocessors, including GPUs.
- CSCI 493.66 UNIX System Programming (formerly UNIX Tools) CUNY Hunter College
- A course that is mostly about writing programs against the UNIX API, covering all of the basic parts of the kernel interface and libraries, including files, processes, terminal control, signals, and threading.
- CSCI 493.75 Parallel Computing CUNY Hunter College
- The course is an introduction to parallel algorithms and parallel programming in C and C++, using the Message Passing Interface (MPI) and the OpenMP application programming interface. It also includes a brief introduction to parallel architectures and interconnection networks. It is both theoretical and practical, including material on design methodology, performance analysis, and mathematical concepts, as well as details on programming using MPI and OpenMP.
- CS 107 Computer Organization & Systems Stanford University
- CS107 is the third course in Stanford's introductory programming sequence. The course will work from the C programming language down to the microprocessor to de-mystify the machine. With a complete understanding of how computer systems execute programs and manipulate data, you will become a more effective programmer, especially in dealing with issues of debugging, performance, portability, and robustness. Topics covered include: the C programming language, data representation, machine-level code, computer arithmetic, elements of code compilation, optimization of memory and runtime performance, and memory organization and management.
- Assignments
Programming Languages / Compilers
- CSE341 Programming Languages University of Washington
- Covers non-imperative paradigms and languages such as Ruby, Racket, and ML and the fundamentals of programming languages.
- Lectures
- Assignments and Tests
- COS326 Functional Programming Princeton University
- Covers functional programming concepts like closures, tail-call recursion & parallelism using the OCaml programming language
- Lectures
- Assignments
- CIS194 Introduction to Haskell Penn Engineering
- Explore the joys of functional programming, using Haskell as a vehicle. The aim of the course will be to allow you to use Haskell to easily and conveniently write practical programs.
- Previous semester also available, with more exercices
- Assignments & Lectures
- CS240h Functional Systems in Haskell Stanford University
- Building software systems in Haskell
- Lecture Slides
- 3 Assignments: Lab1, Lab2, Lab3
- CS164 Hack your language! UC Berkeley
- Introduction to programming languages by designing and implementing domain-specific languages.
- Lecture Videos
- Code for Assignments
- CS3110 Data Structures and Functional Programming Cornell University
- Another course that uses OCaml to teach alternative programming paradigms, especially functional and concurrent programming.
- Lecture Slides
- Assignments
- CS173 Programming Languages Brown University
- Course by Prof. Krishnamurthi (author of HtDP) and numerous other awesome books on programming languages. Uses a custom designed Pyret programming language to teach the concepts. There was an online class hosted in 2012, which includes all lecture videos for you to enjoy.
- Videos
- Assignments
Algorithms
- COS226 Data Structures and Algorithms Princeton University
- The popular algorithms class covering most important algorithms and data structures in use on computers taught by Robert Sedgewick.
- Assignments
- CS61B Data Structures Berkeley
- In this course, you will study advanced programming techniques including data structures, encapsulation, abstract data types, interfaces, and algorithms for sorting and searching, and you will get a taste of “software engineering”—the design and implementation of large programs.
- Labs
- Lecture Videos on Youtube
- CSCI 135 Software Design and Analysis I
CUNY Hunter College
- It is currently an intensive introduction to program development and problem solving. Its emphasis is on the process of designing, implementing, and evaluating small-scale programs. It is not supposed to be a C++ programming course, although much of the course is spent on the details of C++. C++ is an extremely large and complex programming language with many features that interact in unexpected ways. One does not need to know even half of the language to use it well.
- Lectures and Assignments
-
- CSCI 235 Software Design and Analysis II CUNY Hunter College
- Introduces algorithms for a few common problems such as sorting. Practically speaking, it furthers the students' programming skills with topics such as recursion, pointers, and exception handling, and provides a chance to improve software engineering skills and to give the students practical experience for more productive programming.
- Lectures and Assignments
- CSCI 335 Software Design and Analysis III
CUNY Hunter College
- This includes the introduction of hashes, heaps, various forms of trees, and graphs. It also revisits recursion and the sorting problem from a higher perspective than was presented in the prequels. On top of this, it is intended to introduce methods of algorithmic analysis.
- Lectures and Assignments
Introduction to CS
- CS 10 The Beauty and Joy of Computing UC Berkeley
- CS10 is UCB's introductory computer science class, taught using the beginners' drag-and-drop language Snap*!* (based on Scratch by MIT).
- Curriculum
- CS 50 Introduction to Computer Science Harvard University
- CS50x is Harvard College's introduction to the intellectual enterprises of computer science and the art of programming for majors and non-majors alike, with or without prior programming experience. An entry-level course taught by David J. Malan.
- Lectures
- CS 101 Computer Science 101 Stanford University
- CS101 teaches the essential ideas of Computer Science for a zero-prior-experience audience. Participants play and experiment with short bits of "computer code" to bring to life to the power and limitations of computers.
- Lectures videos will available for free after registration.
- CS 106A Programming Methodology Stanford University
- This course is the largest of the introductory programming courses and is one of the largest courses at Stanford. Topics focus on the introduction to the engineering of computer applications emphasizing modern software engineering principles: object-oriented design, decomposition, encapsulation, abstraction, and testing. Programming Methodology teaches the widely-used Java programming language along with good software engineering principles.
- Lecture Videos
- Assignments
- All materials in a zip file
- CS 106B Programming Abstractions Stanford University
- This course is the natural successor to Programming Methodology and covers such advanced programming topics as recursion, algorithmic analysis, and data abstraction using the C++ programming language, which is similar to both C and Java.
- Lectures
- Assignments
- All materials in a zip file
- CS107 Programming Paradigms Stanford University
- Topics: Advanced memory management features of C and C++; the differences between imperative and object-oriented paradigms. The functional paradigm (using LISP) and concurrent programming (using C and C++)
- Lectures
- Assignments
Misc
- CS 5150 Software Engineering Cornell University
- Introduction to the practical problems of specifying, designing, building, testing, and delivering reliable software systems
- Lectures
- 15-781 Machine Learning Carnegie Mellon University
- Taught by one of the leading experts on Machine Learning - Tom Mitchell
- Lectures
- Project Ideas and Datasets
- ESM 296-4F GIS & Spatial Analysis UC Santa Barbara
- Taught by James Frew, Ben Best, and Lisa Wedding
- Focuses on specific computational languages (e.g., Python, R, shell) and tools (e.g., GDAL/OGR, InVEST, MGET, ModelBuilder) applied to the spatial analysis of environmental problems
- GitHub (includes lecture materials and labs)
- CSE154 Web Programming University of Washington
- This course is an introduction to programming for the World Wide Web. Covers use of HTML, CSS, PHP, JavaScript, AJAX, and SQL.
- Lectures
- Assignments
- IGME-582 Humanitarian Free & Open Source Software Development Rochester Institute of Technology
- This course provides students with exposure to the design, creation and production of Open Source Software projects. Students will be introduced to the historic intersections of technology and intellectual property rights and will become familiar with Open Source development processes, tools and practices.
- IGME-585 Advanced Project Based Free & Open Source Software Development Rochester Institute of Technology
- A project based course where students develop 3 tightly scoped open source projects for the Raspberry Pi.
- CS193 Programming Massively Parallel Processors Stanford University
- CS223A
- The purpose of this course is to introduce you to basics of modeling, design, planning, and control of robot systems. In essence, the material treated in this course is a brief survey of relevant results from geometry, kinematics, statics, dynamics, and control.
- Lectures
- Assignments