awesome-courses
List of awesome university courses for learning Computer Science!
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Awesome CS Courses / Courses / Systems | |||
CS 61C | |||
Awesome CS Courses / Courses / Systems / CS 61C | |||
Lecture Videos | |||
Lecture Notes | |||
Resources | |||
Old Exams | |||
Awesome CS Courses / Courses / Systems | |||
CS 107 | |||
Awesome CS Courses / Courses / Systems / CS 107 | |||
Lecture Videos | |||
Assignments | |||
Awesome CS Courses / Courses / Systems | |||
CS 140 | |||
Awesome CS Courses / Courses / Systems / CS 140 | |||
Lecture Notes | |||
Assignments | |||
Awesome CS Courses / Courses / Systems | |||
6.004 | |||
Awesome CS Courses / Courses / Systems / 6.004 | |||
Youtube Playlist | |||
Lecture Notes | |||
Labs-Assignments | |||
Awesome CS Courses / Courses / Systems | |||
CS 162 | |||
Awesome CS Courses / Courses / Systems / CS 162 / The purpose of this course is to teach the design of operating systems and operating systems concepts that appear in other advanced systems. Topics we will cover include concepts of operating systems, systems programming, networked and distributed systems, and storage systems, including multiple-program systems (processes, interprocess communication, and synchronization), memory allocation (segmentation, paging), resource allocation and scheduling, file systems, basic networking (sockets, layering, APIs, reliability), transactions, security, and privacy | |||
David Culler | Operating Systems course by the Chair of EECS, UC Berkeley | ||
Lecture Videos | Spring 2015 lectures | ||
Lecture Notes | Spring 2015 lectures | ||
Awesome CS Courses / Courses / Systems | |||
CS 168 | |||
Awesome CS Courses / Courses / Systems / CS 168 | |||
Lecture Notes & Assignments | |||
Discussion Notes | |||
Awesome CS Courses / Courses / Systems | |||
CS 179 | |||
Awesome CS Courses / Courses / Systems / CS 179 | |||
Assignments | |||
Lecture Notes | |||
Awesome CS Courses / Courses / Systems | |||
CS 186 | |||
Awesome CS Courses / Courses / Systems / CS 186 | |||
Lecture Videos | |||
Lecture Notes | |||
Projects | |||
Awesome CS Courses / Courses / Systems | |||
CS 241 | |||
Awesome CS Courses / Courses / Systems / CS 241 | |||
Assignments | |||
Labs | |||
Github Page | |||
Crowd Sourced Book | 5,486 | over 4 years ago | |
Awesome CS Courses / Courses / Systems | |||
CS 425 | |||
Awesome CS Courses / Courses / Systems / CS 425 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Systems | |||
CS 452 | |||
Awesome CS Courses / Courses / Systems / CS 452 | |||
Assignments | |||
Lecture notes | |||
Awesome CS Courses / Courses / Systems | |||
CS 2043 | |||
Awesome CS Courses / Courses / Systems / CS 2043 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Systems | |||
CS 3410 | |||
Awesome CS Courses / Courses / Systems / CS 3410 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Systems | |||
CS 4410 | |||
Awesome CS Courses / Courses / Systems / CS 4410 | |||
Syllabus | |||
Lectures | |||
Awesome CS Courses / Courses / Systems | |||
CS 4414 | |||
Awesome CS Courses / Courses / Systems / CS 4414 | |||
Syllabus | |||
Lectures | |||
Awesome CS Courses / Courses / Systems | |||
CS 5412 | |||
Awesome CS Courses / Courses / Systems / CS 5412 | |||
book | 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 is also a gem and recommended as a must read in Google's tutorial on | ||
Slides | |||
Awesome CS Courses / Courses / Systems | |||
CSCE 3613 | An introduction to operating systems including topics in system structures, process management, storage management, files, distributed systems, and case studies | ||
Awesome CS Courses / Courses / Systems / CSCE 3613 | |||
Syllabus | |||
Assignments | |||
Lecture Notes | |||
Readings | |||
Awesome CS Courses / Courses / Systems | |||
CSCI-UA.0202: Operating Systems (Undergrad) | |||
Awesome CS Courses / Courses / Systems / CSCI-UA.0202: Operating Systems (Undergrad) | |||
Assignments | |||
Lectures | |||
Old Exams | |||
Awesome CS Courses / Courses / Systems | |||
CSCI 360 | |||
CSCI 493.66 | |||
CSCI 493.75 | |||
Hack the Kernel | |||
Awesome CS Courses / Courses / Systems / Hack the Kernel | |||
Dr.Geoffrey Challen | For the processor, memory, and disks, we discuss how the operating system allocates each resource and explore the design and implementation of related abstractions. We also establish techniques for testing and improving system performance and introduce the idea of hardware virtualization. Programming assignments provide hands-on experience with implementing core operating system components in a realistic development environment. Course by | ||
Syllabus | |||
Slides | |||
Video lectures | |||
Assignments | |||
Old Exams | |||
Awesome CS Courses / Courses / Systems | |||
ECE 459 | |||
Awesome CS Courses / Courses / Systems / ECE 459 | |||
Lecture slides | 72 | over 9 years ago | |
Awesome CS Courses / Courses / Systems | |||
ECGR4101/5101 | |||
Awesome CS Courses / Courses / Systems / ECGR4101/5101 | |||
Lecture Videos | |||
Lecture Notes | |||
Awesome CS Courses / Courses / Systems | |||
PODC | |||
Awesome CS Courses / Courses / Systems / PODC | |||
Book | |||
Assignments and Solutions | |||
Awesome CS Courses / Courses / Systems | |||
SPAC | |||
6.824 | |||
Awesome CS Courses / Courses / Systems / 6.824 | |||
Assignments | Just do | ||
Readings | |||
Awesome CS Courses / Courses / Systems | |||
6.828 | |||
Awesome CS Courses / Courses / Systems / 6.828 | |||
Assignments | |||
Lectures | |||
Videos | Note: These are student recorded cam videos of the 2011 course. The videos explain a lot of concepts required for the labs and assignments | ||
Awesome CS Courses / Courses / Systems | |||
CSEP 552 | |||
Awesome CS Courses / Courses / Systems / CSEP 552 | |||
Lectures | of a previous session are available to watch | ||
Awesome CS Courses / Courses / Systems | |||
15-213 | |||
Awesome CS Courses / Courses / Systems / 15-213 | |||
Lecture Notes | |||
Videos | |||
Assignments | |||
Awesome CS Courses / Courses / Systems | |||
15-319/619 | |||
Awesome CS Courses / Courses / Systems / 15-319/619 | |||
Lecture Notes | |||
Videos | |||
Awesome CS Courses / Courses / Systems | |||
15-410 | |||
Awesome CS Courses / Courses / Systems / 15-410 | |||
Lecture Notes | |||
Assignments | |||
Awesome CS Courses / Courses / Systems | |||
15-418 | |||
Awesome CS Courses / Courses / Systems / 15-418 | |||
Assignments | |||
Lecture Notes | |||
Lecture Videos | |||
Readings | |||
Awesome CS Courses / Courses / Systems | |||
15-440 | |||
Awesome CS Courses / Courses / Systems / 15-440 | |||
Assignments | |||
Awesome CS Courses / Courses / Systems | |||
15-721 | |||
Awesome CS Courses / Courses / Systems / 15-721 | |||
Assignments | |||
Lecture Videos | |||
Readings | |||
Awesome CS Courses / Courses / Systems | |||
15-445/645 | |||
Awesome CS Courses / Courses / Systems / 15-445/645 | |||
Assignments | |||
Lecture Videos | |||
Readings | |||
Awesome CS Courses / Courses / Systems | |||
15-749 | |||
Awesome CS Courses / Courses / Systems / 15-749 | |||
Readings | |||
Awesome CS Courses / Courses / Systems | |||
18-447 | |||
Awesome CS Courses / Courses / Systems / 18-447 | |||
Onur Mutlu | Very comprehensive material on Computer Architecture - definitely more than just "introduction". Online material is very user-friendly, even the recitation videos available online. This is the Spring'15 version by Prof | ||
Lectures and Recitation | |||
Homeworks | 7 HWs with answer set as well | ||
Readings | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 75 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 75 | |||
incremental approach to compiler design | Modelled after the influential paper on , this course teaches how to build a compiler in OCaml | ||
Course on Github | |||
Notes | 41 | over 8 years ago | |
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 91 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 91 | |||
Pyret | Uses the programming language & book to understand the fundamentals of programming languages | ||
Labs | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CIS 194 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CIS 194 | |||
Previous | semester also available, with more exercises | ||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CIS 198 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CIS 198 | |||
Assignments | 198 | over 1 year ago | |
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CMSC 430 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CMSC 430 | |||
Lecture Notes | |||
Assignments | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
Corsopl | Lecture Notes - Readings | ||
COS 326 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / COS 326 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 143 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 143 | |||
Home | |||
Syllabus | |||
Lectures | |||
Assignments | |||
CS143 - 2011 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 164 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 164 | |||
Lecture Videos | |||
Code for Assignments | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 173 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 173 | |||
HtDP | Course by Prof. Krishnamurthi (author of ) and numerous other on programming languages. Uses a custom designed programming language to teach the concepts. There was an hosted in 2012, which includes all lecture videos for you to enjoy | ||
Videos | |||
Assignments | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 223 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 223 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 240h | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 240h | |||
Lecture Slides | |||
Lab1 | 3 Assignments: , , | ||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 421 | Course that uses OCaml to teach functional programming and programming language design | ||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 421 | |||
Lectures | |||
Videos | |||
Assignments | |||
Exams | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 3110 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 3110 | |||
Lecture Slides | |||
Assignments | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 4120 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 4120 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 4400 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 4400 | |||
Syllabus | |||
Lecture Notes/Resources | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 4610 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 4610 | |||
Lecture Notes | |||
Assignments | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 5114 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 5114 | |||
Syllabus | |||
Lectures | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 5142 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 5142 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 5470 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 5470 | |||
fantastic blog | If you're a fan of Prof Matt's writing on his you ought to give this a shot. The course covers the design and implementation of compilers, and it explores related topics such as interpreters, virtual machines and runtime systems. Aside from the Prof's witty take on the page has tons of interesting links on programming languages, parsing and compilers | ||
Lecture Notes | |||
Projects | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 6118 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CS 6118 | |||
Syllabus | |||
Lectures | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CSC 253 | |||
CSE 341 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CSE 341 | |||
Lectures and Videos | |||
Assignments and Tests | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CSE P 501 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / CSE P 501 | |||
Lectures | |||
Assignments, Tests, and Solutions | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
DMFP | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / DMFP | |||
Lecture Videos | |||
Assignments | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
PCPP | |||
6.945 | |||
Awesome CS Courses / Courses / Programming Languages / Compilers / 6.945 | |||
Assignments | : Extensive programming assignments, using MIT/GNU Scheme. Students should have significant programming experience in Scheme, Common Lisp, Haskell, CAML or other "functional" language | ||
Readings | |||
Awesome CS Courses / Courses / Programming Languages / Compilers | |||
CS 696 | |||
L28 | |||
Awesome CS Courses / Courses / Algorithms | |||
CS 61B | |||
Awesome CS Courses / Courses / Algorithms / CS 61B | |||
Full Lecture Materials | Lecture of Spring 2016. This website contains full matrials including video links, labs, homeworks, projects. Very good for self-learner. Also a good start for Java. And it includes some other useful resources for Java Documentation, Data Structure Resources, Git/GitHub and Java Development Resources | ||
Labs | The link to labs and projects is included in the website | ||
Lecture Videos | |||
Awesome CS Courses / Courses / Algorithms | |||
CS 97SI | |||
Awesome CS Courses / Courses / Algorithms / CS 97SI | |||
Lectures and Assignments | 1,601 | almost 4 years ago | |
Awesome CS Courses / Courses / Algorithms | |||
CS 224 | |||
Awesome CS Courses / Courses / Algorithms / CS 224 | |||
Lecture Videos | ( ) | ||
Assignments | |||
Awesome CS Courses / Courses / Algorithms | |||
CS 261 | |||
Awesome CS Courses / Courses / Algorithms / CS 261 | |||
Lecture Notes, Videos & Assignments | ( ) | ||
Awesome CS Courses / Courses / Algorithms | |||
CS 473/573 | |||
Awesome CS Courses / Courses / Algorithms / CS 473/573 | |||
Lecture Notes | |||
Labs and Exams | |||
Awesome CS Courses / Courses / Algorithms | |||
CS 2150 | 113 | almost 2 years ago | |
Awesome CS Courses / Courses / Algorithms / CS 2150 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Algorithms | |||
CS 4820 | |||
Awesome CS Courses / Courses / Algorithms / CS 4820 | |||
Lectures | |||
Syllabus | |||
Awesome CS Courses / Courses / Algorithms | |||
CSCI 104 | |||
Awesome CS Courses / Courses / Algorithms / CSCI 104 | |||
Lectures | |||
Labs | |||
Assignments | |||
Additional Resources | |||
Awesome CS Courses / Courses / Algorithms | |||
CSCI 135 | |||
Awesome CS Courses / Courses / Algorithms / CSCI 135 | |||
Lectures and Assignments | |||
Awesome CS Courses / Courses / Algorithms | |||
CSCI 235 | |||
Awesome CS Courses / Courses / Algorithms / CSCI 235 | |||
Lectures and Assignments | |||
Awesome CS Courses / Courses / Algorithms | |||
CSCI 335 | |||
Awesome CS Courses / Courses / Algorithms / CSCI 335 | |||
Lectures and Assignments | |||
Awesome CS Courses / Courses / Algorithms | |||
CSE 331 | |||
Awesome CS Courses / Courses / Algorithms / CSE 331 | |||
Lectures, Assignments, and Exams | |||
Awesome CS Courses / Courses / Algorithms | |||
CSE 373 | |||
Awesome CS Courses / Courses / Algorithms / CSE 373 | |||
book | Prof Steven Skiena's no stranger to any student when it comes to algorithms. His seminal has been touted by many to be best for . In addition, he's also well-known for tutoring students in competitive . If you're looking to brush up your knowledge on Algorithms, you can't go wrong with this course | ||
Lecture Videos | |||
Awesome CS Courses / Courses / Algorithms | |||
ECS 122A | |||
Awesome CS Courses / Courses / Algorithms / ECS 122A | |||
Dan Gusfield | Taught by in 2010, this course is an undergraduate introduction to algorithm design and analysis. It features traditional topics, such as Big Oh notation, as well as an importance on implementing specific algorithms. Also featured are sorting (in linear time), graph algorithms, depth-first search, string matching, dynamic programming, NP-completeness, approximation, and randomization | ||
Syllabus | |||
Lecture Videos | |||
Assignments | |||
Awesome CS Courses / Courses / Algorithms | |||
ECS 222A | |||
Awesome CS Courses / Courses / Algorithms / ECS 222A | |||
Dan Gusfield | This is the graduate level complement to the ECS 122A undergraduate algorithms course by in 2011. It assumes an undergrad course has already been taken in algorithms, and, while going over some undergraduate algorithms topics, focuses more on increasingly complex and advanced algorithms | ||
Lecture Videos | |||
Syllabus | |||
Assignments | |||
Awesome CS Courses / Courses / Algorithms | |||
6.INT | |||
Awesome CS Courses / Courses / Algorithms / 6.INT | |||
Handouts | |||
Topics Covered | |||
Awesome CS Courses / Courses / Algorithms | |||
6.006 | |||
Awesome CS Courses / Courses / Algorithms / 6.006 | |||
Lecture Videos | |||
Assignments | |||
Readings | |||
Resources | |||
Old Exams | |||
Awesome CS Courses / Courses / Algorithms | |||
6.046J/18.410J | |||
Awesome CS Courses / Courses / Algorithms / 6.046J/18.410J | |||
6.006 | This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application. Topics include divide-and-conquer, randomization, dynamic programming, greedy algorithms, incremental improvement, complexity, and cryptography. This course assumes that students know how to analyze simple algorithms and data structures from having taken . It introduces students to the design of computer algorithms, as well as analysis of sophisticated algorithms | ||
Lecture Videos | |||
Lecture Notes | |||
Assignments | |||
Resources | |||
Old Exams | |||
Awesome CS Courses / Courses / Algorithms | |||
6.851 | |||
Awesome CS Courses / Courses / Algorithms / 6.851 | |||
Advanced Algorithms | This is an advanced DS course, you must be done with the course before attempting this one | ||
Lectures | Contains videos from sp2012 version, but there isn't much difference | ||
Assignments | contains the calendar as well | ||
Awesome CS Courses / Courses / Algorithms | |||
6.854/18.415J | |||
Awesome CS Courses / Courses / Algorithms / 6.854/18.415J | |||
NB | on to access the | ||
Awesome CS Courses / Courses / Algorithms | |||
6.854J/18.415J | |||
Awesome CS Courses / Courses / Algorithms / 6.854J/18.415J | |||
Lecture Videos - Spring 2016 | |||
Lecture Notes | |||
Assignments | |||
Readings | |||
Resources | |||
Awesome CS Courses / Courses / Algorithms | |||
15-451/651 | |||
Awesome CS Courses / Courses / Algorithms / 15-451/651 | |||
Manuel Blum | The required algorithms class that go in depth into all basic algorithms and the proofs behind them. This is one of the heavier algorithms curriculums on this page. Taught by Avrim Blum and who has a Turing Award due to his contributions to algorithms. Course link includes a very comprehensive set of reference notes by Avrim Blum | ||
Awesome CS Courses / Courses / Algorithms | |||
16s-4102 | |||
Awesome CS Courses / Courses / Algorithms / 16s-4102 | |||
Lecture Videos & Homeworks | ( ) | ||
Awesome CS Courses / Courses / CS Theory | |||
CIS 500 | |||
Awesome CS Courses / Courses / CS Theory / CIS 500 | |||
Lectures and Assignments | |||
Textbook | |||
Awesome CS Courses / Courses / CS Theory | |||
CS 103 | |||
CS 173 | |||
Awesome CS Courses / Courses / CS Theory / CS 173 | |||
Textbook | Written by the professor. Includes Instructor's Guide | ||
Assignments | |||
Exams | |||
Awesome CS Courses / Courses / CS Theory | |||
CS 276 | |||
CS 278 | |||
CS 374 | |||
Awesome CS Courses / Courses / CS Theory / CS 374 | |||
Assignments/Exams | |||
Lecture Notes/Labs | |||
Lecture videos | |||
Awesome CS Courses / Courses / CS Theory | |||
CS 3110 | |||
Awesome CS Courses / Courses / CS Theory / CS 3110 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / CS Theory | |||
CS 3220 | |||
Awesome CS Courses / Courses / CS Theory / CS 3220 | |||
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Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / CS Theory | |||
CS 4300 | |||
Awesome CS Courses / Courses / CS Theory / CS 4300 | |||
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Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / CS Theory | |||
CS 4810 | |||
Awesome CS Courses / Courses / CS Theory / CS 4810 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / CS Theory | |||
CS 6810 | |||
Awesome CS Courses / Courses / CS Theory / CS 6810 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / CS Theory | |||
CSCE 3193 | |||
Awesome CS Courses / Courses / CS Theory / CSCE 3193 | |||
Syllabus | |||
Notes | |||
Assignments | |||
Practice Exams | |||
Awesome CS Courses / Courses / CS Theory | |||
6.045 | |||
Awesome CS Courses / Courses / CS Theory / 6.045 | |||
Syllabus | |||
Lecture Notes | |||
Lecture Videos | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 10 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 10 | |||
Snap*!* | (based on Scratch by MIT) | ||
Curriculum | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 50 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 50 | |||
Lectures | |||
Problem Sets | |||
edX | The course can also be taken from | ||
here | The course's OpenCourseware resides | ||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 61A | |||
Awesome CS Courses / Courses / Introduction to CS / CS 61A | |||
Lecture Videos | |||
Lecture Resources by Type | |||
Lecture Resources by Topic | |||
Additional Resources | |||
Practice Problems | |||
Extra Lectures | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 61AS | |||
Awesome CS Courses / Courses / Introduction to CS / CS 61AS | |||
Lecture Videos | |||
Assignments and Notes | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 101 | |||
CS 106A | |||
Awesome CS Courses / Courses / Introduction to CS / CS 106A | |||
Lecture Videos | |||
Assignments | |||
All materials in a zip file | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 106B | |||
Awesome CS Courses / Courses / Introduction to CS / CS 106B | |||
Lectures | |||
Assignments | |||
All materials in a zip file | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 107 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 107 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 109 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 109 | |||
http://otfried.org/courses/cs109/index.html | [Lectures] ( ) | ||
http://otfried.org/courses/cs109/index.html | [Assignments] ( ) | ||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 1109 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 1109 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 1110 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 1110 | |||
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Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 1112 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 1112 | |||
Syllabus | |||
Lectures | |||
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Projects | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 1115 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 1115 | |||
Syllabus | |||
Lectures | |||
Projects | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 1130 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 1130 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 1133 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 1133 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 1410-2 | and | ||
Awesome CS Courses / Courses / Introduction to CS / CS 1410-2 | |||
Professor Matthew Flatt | An intro course in the spirit of SICP designed by (one of the lead designers of Racket and author of HtDP). Mostly Racket and C, and a bit of Java, with explanations on how high level functional programming concepts relate to the design of OOP programs. Do this one before SICP if SICP is a bit too much | ||
Lectures and Assignments 1 | |||
Lectures and Assignments 2 | |||
Textbook | |||
Racket Language | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 2110 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 2110 | |||
lectures | CS 2110 is an intermediate-level programming course and an introduction to computer science. Topics include program design and development, debugging and testing, object-oriented programming, proofs of correctness, complexity analysis, recursion, commonly used data structures, graph algorithms, and abstract data types. Java is the principal programming language. The course syllabus can easily be extracted by looking at the link to | ||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CS 4302 | |||
Awesome CS Courses / Courses / Introduction to CS / CS 4302 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CSCE 2004 | |||
Awesome CS Courses / Courses / Introduction to CS / CSCE 2004 | |||
Syllabus | |||
Notes | |||
Assignments | |||
Practice Exams | |||
Awesome CS Courses / Courses / Introduction to CS | |||
CSCI E-1 | |||
CS-for-all | |||
Awesome CS Courses / Courses / Introduction to CS / CS-for-all | |||
Lectures and Other resources | |||
Awesome CS Courses / Courses / Introduction to CS | |||
6.001 | |||
Awesome CS Courses / Courses / Introduction to CS / 6.001 | |||
Lectures | |||
Textbook | ( , ) | ||
IDE | |||
Awesome CS Courses / Courses / Introduction to CS | |||
6.005 | |||
Awesome CS Courses / Courses / Introduction to CS / 6.005 | |||
Lectures Notes/Assignments | |||
Awesome CS Courses / Courses / Machine Learning | |||
DEEPNLP | |||
Awesome CS Courses / Courses / Machine Learning / DEEPNLP | |||
Lectures | 15,644 | over 1 year ago | |
Awesome CS Courses / Courses / Machine Learning | |||
CS20si | |||
Awesome CS Courses / Courses / Machine Learning / CS20si | |||
Assignments | 10,323 | almost 4 years ago | available on Github |
Awesome CS Courses / Courses / Machine Learning | |||
COMS 4771 | |||
Awesome CS Courses / Courses / Machine Learning / COMS 4771 | |||
Tony Jebara | Course taught by introduces topics in Machine Learning for both generative and discriminative estimation. Material will include least squares methods, Gaussian distributions, linear classification, linear regression, maximum likelihood, exponential family distributions, Bayesian networks, Bayesian inference, mixture models, the EM algorithm, graphical models, hidden Markov models, support vector machines, and kernel methods | ||
Lectures and Assignments | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS 109 | |||
Awesome CS Courses / Courses / Machine Learning / CS 109 | |||
Lectures | |||
Slides | |||
Labs and Assignments | |||
2014 Lectures | |||
2013 Lectures | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS 156 | |||
Awesome CS Courses / Courses / Machine Learning / CS 156 | |||
Lectures | |||
Homework | |||
Textbook | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS 189 | |||
Awesome CS Courses / Courses / Machine Learning / CS 189 | |||
Notes | |||
Homework | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS 224d | |||
Awesome CS Courses / Courses / Machine Learning / CS 224d | |||
Syllabus | |||
Lectures and Assignments | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS 229r | |||
Awesome CS Courses / Courses / Machine Learning / CS 229r | |||
Lectures | ( ) | ||
Assignments | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS 231n | |||
Awesome CS Courses / Courses / Machine Learning / CS 231n | |||
Lecture Notes | |||
Lecture Videos | |||
Github Page | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS 287 | |||
Awesome CS Courses / Courses / Machine Learning / CS 287 | |||
Lectures Notes | |||
Assignments | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS 395T | |||
Awesome CS Courses / Courses / Machine Learning / CS 395T | |||
Lectures and Assignments | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS 4780 | |||
Awesome CS Courses / Courses / Machine Learning / CS 4780 | |||
Syllabus | |||
Lectures | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS 4786 | |||
Awesome CS Courses / Courses / Machine Learning / CS 4786 | |||
Assignments | |||
Lectures | |||
Awesome CS Courses / Courses / Machine Learning | |||
CVX 101 | |||
Awesome CS Courses / Courses / Machine Learning / CVX 101 | |||
Textbook | The course concentrates on recognizing and solving convex optimization problems that arise in applications. Topics addressed include the following. Convex sets, functions, and optimization problems. Basics of convex analysis. Least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems. Optimality conditions, duality theory, theorems of alternative, and applications. Interior-point methods. Applications to signal processing, statistics and machine learning, control and mechanical engineering, digital and analog circuit design, and finance. - - | ||
Awesome CS Courses / Courses / Machine Learning | |||
DS-GA 1008 | |||
Awesome CS Courses / Courses / Machine Learning / DS-GA 1008 | |||
Yann Lecun | This increasingly popular course is taught through the Data Science Center at NYU. Originally introduced by , it is now led by , although Prof. Lecun is rumored to still stop by from time to time. It covers the theory, technique, and tricks that are used to achieve very high accuracy for machine learning tasks in computer vision and natural language processing. The assignments are in Lua and hosted on Kaggle | ||
Course Page | |||
Recorded Lectures | |||
Awesome CS Courses / Courses / Machine Learning | |||
EECS E6893 & EECS E6895 | |||
Awesome CS Courses / Courses / Machine Learning / EECS E6893 & EECS E6895 | |||
Dr. Ching-Yung Lin | Taught by | ||
Course Site | |||
Awesome CS Courses / Courses / Machine Learning | |||
EECS E6894 | |||
Awesome CS Courses / Courses / Machine Learning / EECS E6894 | |||
Readings | |||
Assignments | |||
Lecture Notes | |||
Awesome CS Courses / Courses / Machine Learning | |||
EE103 | |||
Awesome CS Courses / Courses / Machine Learning / EE103 | |||
Stephen Boyd | The course covers the basics of matrices and vectors, solving linear equations, least-squares methods, and many applications. It'll cover the mathematics, but the focus will be on using matrix methods in applications such as tomography, image processing, data fitting, time series prediction, finance, and many others. EE103 is based on a book that and are currently writing. Students will use a new language called to do computations with matrices and vectors | ||
Lectures | |||
Book | |||
Assignments | |||
Code | |||
Awesome CS Courses / Courses / Machine Learning | |||
Fast.ai Introduction to Machine Learning for Coders | |||
Awesome CS Courses / Courses / Machine Learning / Fast.ai Introduction to Machine Learning for Coders | |||
Lecture Videos | |||
Lecture Notes | |||
Jupyter Notebooks | 26,181 | 17 days ago | |
Awesome CS Courses / Courses / Machine Learning | |||
Info 290 | |||
Awesome CS Courses / Courses / Machine Learning / Info 290 | |||
Lecture Videos | |||
Previous Years coursepage | |||
Awesome CS Courses / Courses / Machine Learning | |||
Machine Learning: 2014-2015 | |||
Awesome CS Courses / Courses / Machine Learning / Machine Learning: 2014-2015 | |||
Torch | 8,977 | almost 2 years ago | The course focusses on neural networks and uses the deep learning library (implemented in Lua) for exercises and assignments. Topics include: logistic regression, back-propagation, convolutional neural networks, max-margin learning, siamese networks, recurrent neural networks, LSTMs, hand-writing with recurrent neural networks, variational autoencoders and image generation and reinforcement learning |
Lectures and Assignments | |||
Source code | |||
Awesome CS Courses / Courses / Machine Learning | |||
StatLearning | |||
Awesome CS Courses / Courses / Machine Learning / StatLearning | |||
An Introduction to Statistical Learning, with Applications in R | The lectures cover all the material in which is a more approachable version of the (or ESL) book | ||
Awesome CS Courses / Courses / Machine Learning | |||
10-601 | |||
Awesome CS Courses / Courses / Machine Learning / 10-601 | |||
Lectures | |||
Project Ideas and Datasets | |||
Awesome CS Courses / Courses / Machine Learning | |||
10-708 | |||
Awesome CS Courses / Courses / Machine Learning / 10-708 | |||
Lecture Videos | |||
Assignments | |||
Lecture notes | |||
Readings | |||
Awesome CS Courses / Courses / Machine Learning | |||
11-785 | |||
CS246 | |||
Awesome CS Courses / Courses / Machine Learning / CS246 | |||
Lecture Videos | |||
Assignments | |||
Lecture notes | |||
Readings | |||
Awesome CS Courses / Courses / Machine Learning | |||
CS276 | |||
Awesome CS Courses / Courses / Machine Learning / CS276 | |||
Lecture notes | |||
Readings | |||
Awesome CS Courses / Courses / Machine Learning | |||
Practical_RL | 5,874 | 5 months ago | |
Awesome CS Courses / Courses / Machine Learning / Practical_RL | |||
Syllabus | 5,874 | 5 months ago | |
Awesome CS Courses / Courses / Machine Learning | |||
UvA DEEP LEARNING | |||
Awesome CS Courses / Courses / Machine Learning / UvA DEEP LEARNING | |||
Lecture Videos & Notes | |||
Practicals | |||
Readings | |||
Awesome CS Courses / Courses / Security | |||
CIS 4930 / CIS 5930 | |||
Awesome CS Courses / Courses / Security / CIS 4930 / CIS 5930 | |||
W. Owen Redwood | Course taught by and . It covers a wide range of computer security topics, starting from Secure C Coding and Reverse Engineering to Penetration Testing, Exploitation and Web Application Hacking, both from the defensive and the offensive point of view | ||
Lectures and Videos | |||
Assignments | |||
Awesome CS Courses / Courses / Security | |||
CS 155 | |||
CS 161 | |||
CS 259 | |||
CS 261 | |||
CS 5430 | |||
Awesome CS Courses / Courses / Security / CS 5430 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Security | |||
CSCI 4968 | 5,455 | almost 3 years ago | |
Awesome CS Courses / Courses / Security / CSCI 4968 | |||
RPISEC | This repository contains the materials as developed and used by to teach Modern Binary Exploitation at in Spring 2015. This was a university course developed and run solely by students to teach skills in vulnerability research, reverse engineering, and binary exploitation | ||
Lectures Notes | |||
Labs | 5,455 | almost 3 years ago | |
Projects | 5,455 | almost 3 years ago | |
Awesome CS Courses / Courses / Security | |||
CSCI 4976 | 3,742 | about 2 years ago | |
Awesome CS Courses / Courses / Security / CSCI 4976 | |||
RPISEC | This repository contains the materials as developed and used by to teach Malware Analysis at in Fall 2015. This was a university course developed and run solely by students, primarily using the | ||
Awesome CS Courses / Courses / Security | |||
EECS 588 | |||
Awesome CS Courses / Courses / Security / EECS 588 | |||
J. Alex Halderman | Taught by who has analyzed the security of Electronic Voting Machines in the and | ||
Readings | book by Michael Sikorski and Andrew Honig, to teach skills in reverse engineering, malicious behaviour, malware, and anti-analysis techniques | ||
Lectures Notes | 3,742 | about 2 years ago | |
Labs | 3,742 | about 2 years ago | |
Projects | 3,742 | about 2 years ago | |
Awesome CS Courses / Courses / Security | |||
6.857 | |||
Awesome CS Courses / Courses / Security / 6.857 | |||
Lecture Notes | Emphasis on applied cryptography and may include: basic notion of systems security, cryptographic hash functions, symmetric cryptography (one-time pad, stream ciphers, block ciphers), cryptanalysis, secret-sharing, authentication codes, public-key cryptography (encryption, digital signatures), public-key attacks, web browser security, biometrics, electronic cash, viruses, electronic voting, Assignments include a group final project. Topics may vary year to year | ||
Awesome CS Courses / Courses / Security | |||
6.858 | |||
Awesome CS Courses / Courses / Security / 6.858 | |||
James Mickens | Taught by and | ||
Video Lectures and Labs | |||
Quizzes | |||
Readings | |||
Final Projects | |||
Awesome CS Courses / Courses / Security | |||
18-636 | |||
Awesome CS Courses / Courses / Artificial Intelligence | |||
CS 188 | |||
Awesome CS Courses / Courses / Artificial Intelligence / CS 188 | |||
Lectures | |||
Projects | |||
Exams | |||
Awesome CS Courses / Courses / Artificial Intelligence | |||
CS 4700 | |||
Awesome CS Courses / Courses / Artificial Intelligence / CS 4700 | |||
Assignments | |||
Lectures | |||
Awesome CS Courses / Courses / Artificial Intelligence | |||
CS 6700 | |||
Awesome CS Courses / Courses / Artificial Intelligence / CS 6700 | |||
Syllabus | |||
Lectures | |||
Readings | |||
Awesome CS Courses / Courses / Artificial Intelligence | |||
6.868J | |||
Awesome CS Courses / Courses / Artificial Intelligence / 6.868J | |||
Marvin Minsky | This course is an introduction, by Prof. , to the theory that tries to explain how minds are made from collections of simpler processes. It treats such aspects of thinking as vision, language, learning, reasoning, memory, consciousness, ideals, emotions, and personality. It incorporates ideas from psychology, artificial intelligence, and computer science to resolve theoretical issues such as wholes vs. parts, structural vs. functional descriptions, declarative vs. procedural representations, symbolic vs. connectionist models, and logical vs. common-sense theories of learning | ||
Lectures | |||
Assignments | |||
Readings | |||
Awesome CS Courses / Courses / Computer Graphics | |||
CAP 5415 | |||
Awesome CS Courses / Courses / Computer Graphics / CAP 5415 | |||
Lectures and Videos | |||
Assignments | |||
Awesome CS Courses / Courses / Computer Graphics | |||
CIS 581 | |||
Awesome CS Courses / Courses / Computer Graphics / CIS 581 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Computer Graphics | |||
CMU 462 | |||
Awesome CS Courses / Courses / Computer Graphics / CMU 462 | |||
Lectures and Readings | |||
Assignments and Quizes | |||
Awesome CS Courses / Courses / Computer Graphics | |||
CS 378 | 77 | over 9 years ago | |
Awesome CS Courses / Courses / Computer Graphics / CS 378 | |||
Lectures | 77 | over 9 years ago | |
Awesome CS Courses / Courses / Computer Graphics | |||
CS 4620 | |||
Awesome CS Courses / Courses / Computer Graphics / CS 4620 | |||
Assignments | |||
Exams | |||
Awesome CS Courses / Courses / Computer Graphics | |||
CS 4670 | |||
Awesome CS Courses / Courses / Computer Graphics / CS 4670 | |||
Assignments | |||
Lectures | |||
Awesome CS Courses / Courses / Computer Graphics | |||
CS 6670 | |||
Awesome CS Courses / Courses / Computer Graphics / CS 6670 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Computer Graphics | |||
CSCI 1230 | |||
Awesome CS Courses / Courses / Computer Graphics / CSCI 1230 | |||
Lectures | |||
Labs | |||
Demos | |||
Awesome CS Courses / Courses / Computer Graphics | |||
CSCI-GA.2270-001 | |||
Awesome CS Courses / Courses / Computer Graphics / CSCI-GA.2270-001 | |||
Lectures | |||
Awesome CS Courses / Courses / Misc | |||
AM 207 | |||
Awesome CS Courses / Courses / Misc / AM 207 | |||
Lecture Videos | |||
Assignments | |||
Lecture Notes | |||
Awesome CS Courses / Courses / Misc | |||
CS 75 | |||
Awesome CS Courses / Courses / Misc / CS 75 | |||
Ming Y. Chow | The course taught by teaches game development initially in PyGame through Python, before moving on to addressing all facets of game development. Topics addressed include game physics, sprites, animation, game development methodology, sound, testing, MMORPGs and online games, and addressing mobile development in Android, HTML5, and iOS. Most to all of the development is focused on PyGame for learning principles | ||
Text Lectures | |||
Assignments | |||
Labs | |||
Awesome CS Courses / Courses / Misc | |||
CS 50 | |||
Awesome CS Courses / Courses / Misc / CS 50 | |||
CS50 | This course picks up where Harvard College’s leaves off, focusing on the development of 2D and 3D interactive games. Students explore the design of such childhood games as Super Mario Bros., Legend of Zelda, and Portal in a quest to understand how video games themselves are implemented. Via lectures and hands-on projects, the course explores principles of 2D and 3D graphics, animation, sound, and collision detection using frameworks like Unity and , as well as languages like Lua and C#. By class’s end, students will have programmed several of their own games and gained a thorough understanding of the basics of game design and development | ||
Assignments | |||
Lecture Videos | |||
Awesome CS Courses / Courses / Misc | |||
CS 100 | 485 | over 5 years ago | |
Awesome CS Courses / Courses / Misc / CS 100 | |||
Github Page | 485 | over 5 years ago | |
Assignments | 485 | over 5 years ago | |
Awesome CS Courses / Courses / Misc | |||
CS 108 | |||
CS 168 | |||
CS 193a | |||
Awesome CS Courses / Courses / Misc / CS 193a | |||
here | Videos: Videos list can be found | ||
here | 116 | over 6 years ago | Other materials: Some codes, handsout, homework ..... and lecture notes are not downloadable on the site due to login requirement. Please head to my Github repo to download them |
Awesome CS Courses / Courses / Misc | |||
CS 193p | |||
Awesome CS Courses / Courses / Misc / CS 193p | |||
Programming Abstractions | Recommended: | ||
Updated courses for iOS8 - Swift | |||
Updated courses for iOS9 - Swift | |||
Awesome CS Courses / Courses / Misc | |||
CS 223A | |||
CS 262a | |||
Awesome CS Courses / Courses / Misc / CS 262a | |||
UCB's CS162 | Prerequisites: The historical prerequisite was to pass an entrance exam in class, which covered undergraduate operating systems material (similar to ). There is no longer an exam. However, if you have not already taken a decent undergrad OS class, you should talk with me before taking this class. The exam had the benefit of "paging in" the undergrad material, which may have been its primary value (since the pass rate was high) | ||
Readings & Lectures | |||
Awesome CS Courses / Courses / Misc | |||
CS 294 | |||
CS 411 | |||
CS 3152 | |||
Awesome CS Courses / Courses / Misc / CS 3152 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
CS 4152 | |||
Awesome CS Courses / Courses / Misc / CS 4152 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
CS 4154 | |||
Awesome CS Courses / Courses / Misc / CS 4154 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
CS 4812 | |||
Awesome CS Courses / Courses / Misc / CS 4812 | |||
Syllabus | |||
Lectures | |||
Awesome CS Courses / Courses / Misc | |||
CS 4860 | |||
Awesome CS Courses / Courses / Misc / CS 4860 | |||
www.nuprl.org | In addition to basic first-order logic, when taught by Computer Science this course involves elements of Formal Methods and Automated Reasoning. Formal Methods is concerned with proving properties of algorithms, specifying programming tasks and synthesizing programs from proofs. We will use formal methods tools such as interactive proof assistants (see ). We will also spend two weeks on constructive type theory, the language used by the Coq and Nuprl proof assistants | ||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
CS 5150 | |||
Awesome CS Courses / Courses / Misc / CS 5150 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
CS 5220 | |||
Awesome CS Courses / Courses / Misc / CS 5220 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
CS 5540 | |||
Awesome CS Courses / Courses / Misc / CS 5540 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
CS 5724 | |||
Awesome CS Courses / Courses / Misc / CS 5724 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
CS 6452 | |||
Awesome CS Courses / Courses / Misc / CS 6452 | |||
Syllabus | |||
Lectures | |||
Awesome CS Courses / Courses / Misc | |||
CS 6630 | |||
Awesome CS Courses / Courses / Misc / CS 6630 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Readings | |||
Awesome CS Courses / Courses / Misc | |||
CS 6640 | |||
Awesome CS Courses / Courses / Misc / CS 6640 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
CS 6650 | |||
CS 6840 | |||
Awesome CS Courses / Courses / Misc / CS 6840 | |||
Syllabus | |||
Lectures | |||
Assignments | |||
Readings | |||
Awesome CS Courses / Courses / Misc | |||
CSE 154 | |||
Awesome CS Courses / Courses / Misc / CSE 154 | |||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
ESM 296-4F | |||
Awesome CS Courses / Courses / Misc / ESM 296-4F | |||
James Frew | Taught by , , and | ||
GitHub | (includes lecture materials and labs) | ||
Awesome CS Courses / Courses / Misc | |||
ICS 314 | |||
Awesome CS Courses / Courses / Misc / ICS 314 | |||
Philip Johnson | Taught by | ||
"Athletic Software Engineering" pedagogy | Introduction to software engineering using the | ||
Readings | |||
Experiences | |||
Assessments | |||
Awesome CS Courses / Courses / Misc | |||
IGME 582 | |||
I485 / H400 | |||
Awesome CS Courses / Courses / Misc / I485 / H400 | |||
Luis Rocha | Course taught by about the multi-disciplinary field algorithms inspired by naturally occurring phenomenon. This course provides introduces the following areas: L-systems, Cellular Automata, Emergence, Genetic Algorithms, Swarm Intelligence and Artificial Immune Systems. It's aim is to cover the fundamentals and enable readers to build up a proficiency in applying various algorithms to real-world problems | ||
Lectures | |||
Assignments | |||
Awesome CS Courses / Courses / Misc | |||
Open Sourced Elective: Database and Rails | |||
Awesome CS Courses / Courses / Misc / Open Sourced Elective: Database and Rails | |||
Lectures | |||
Assignments | |||
Videos | |||
Awesome CS Courses / Courses / Misc | |||
SCICOMP | |||
Awesome CS Courses / Courses / Misc / SCICOMP | |||
Oliver Serang | This is a graduate course in scientific computing created and taught by in 2014, which covers topics in computer science and statistics with applications from biology. The course is designed top-down, starting with a problem and then deriving a variety of solutions from scratch | ||
Lecture videos on Youtube | and for direct | ||
Awesome CS Courses / Courses / Misc | |||
14-740 |