Get started with custom lists to organize and share courses.

Sign up

Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Computability, Complexity & Algorithms

Georgia Institute of Technology via Udacity

1 Review 2317 students interested

Taken this course? Share your experience with other students. Write review

Overview

This class is offered as CS6505 at Georgia Tech where it is a part of the Online Masters Degree (OMS). Taking this course here will not earn credit towards the OMS degree.

In this course, we will ask the big questions, "What is a computer? What are the limits of computation? Are there problems that no computer will ever solve? Are there problems that can’t be solved quickly? What kinds of problems can we solve efficiently and how do we go about developing these algorithms?" Understanding the power and limitations of algorithms helps us develop the tools to make real-world computers smarter, faster and safer.



Why Take This Course?

You will learn a wealth of tools and techniques that will help you recognize when problems you encounter in the real-world are intractable and when there an efficient solution. This can save you countless hours that otherwise would have been spent on a fruitless endeavor or in re-inventing the wheel.

Syllabus

Lesson 1: Computability

  • Languages & Countability
  • Turing Machines
  • The Church-Turing Thesis
  • Universality
  • Undecidability

Lesson 2: Complexity

  • P and NP
  • NP-Completeness
  • NP-Complete Problems
  • The Golden Ticket

Lesson 3: Algorithms

  • Dynamic Programming
  • Fast Fourier Transform
  • Maximum Flow
  • Maximum Bipartite Matching
  • Linear Programming
  • Duality
  • Randomized Algorithms
  • Approximation Algorithms

Taught by

Hariharan Venkateswaran and Lance Fortnow

Help Center

Most commonly asked questions about Udacity Udacity

Review for Udacity's Computability, Complexity & Algorithms
5.0 Based on 1 reviews

  • 5 star 100%
  • 4 star 0%
  • 3 star 0%
  • 2 star 0%
  • 1 star 0%

Did you take this course? Share your experience with other students.

Write a review
  • 1
Marat M
5.0 4 years ago
Marat is taking this course right now, spending 5 hours a week on it and found the course difficulty to be medium.
Was this review helpful to you? Yes
  • 1

Class Central

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free

Never stop learning Never Stop Learning!

Get personalized course recommendations, track subjects and courses with reminders, and more.