Introduction to Computer Science An introduction to the intellectual enterprises of computer science and the art of programming.

About this course

This is CS50x, Harvard University’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, CS50x teaches students how to think algorithmically and solve problems efficiently. Topics include abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development. Languages include C, PHP, and JavaScript plus SQL, CSS, and HTML. Problem sets inspired by real-world domains of biology, cryptography, finance, forensics, and gaming. As of Fall 2015, the on-campus version of CS50x, CS50, was Harvard’s largest course.

Students who earn a satisfactory score on 9 problem sets (i.e., programming assignments) and a final project will receive a certificate from HarvardX. This is a self-paced course–you may take CS50x on your own schedule.


HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.

HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.

Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact [email protected] and/or report your experience through the edX contact form.

What you’ll learn

  • A broad and robust understanding of computer science and programming
  • How to think algorithmically and solve programming problems efficiently
  • Concepts like abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development
  • Familiarity in a number of languages, including C, PHP, and JavaScript plus SQL, CSS, and HTML
  • How to engage with a vibrant community of like-minded learners from all levels of experience
  • How to develop and present a final programming project to your peers

Meet the instructors

  • bio for David J. Malan

    David J. Malan

    Gordon McKay Professor of the Practice of Computer ScienceHarvard University

  • bio for Rob Bowden

    Rob Bowden

  • bio for Zamyla Chan

    Zamyla Chan

  • bio for Doug Lloyd

    Doug Lloyd

Pursue a Verified Certificate to highlight the knowledge and skills you gain ($90)

View a PDF of a sample edX certificate

  • Official and Verified

    Receive an instructor-signed certificate with the institution’s logo to verify your achievement and increase your job prospects


  • Easily Shareable

    Add the certificate to your CV or resume, or post it directly on LinkedIn


  • Proven Motivator

    Give yourself an additional incentive to complete the course


  • Support our Mission

    EdX, a non-profit, relies on verified certificates to help fund free education for everyone globally

[Source:- EDX]