Computability, Complexity & Algorithms

Online Course

Udacity

What is the course about?
Prerequisites & Facts
Cost, Certificate & Degree
Reviews & Experiences

What is the course about?

Computability, Complexity & Algorithms

The course Computability, Complexity & Algorithms is an online class provided by Udacity. The skill level of the course is Advanced. It may be possible to receive a verified certification or use the course to prepare for a degree.

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.

Course description

Computability, Complexity & Algorithms

The Power and Limitation of Algorithms
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.

Computability
Complexity
Algorithms

Languages & Countability
Turing Machines
The Church-Turing Thesis
P and NP
NP-Complete Problems
The Golden Ticket
Dynamic Programming
Fast Fourier Transform
Maximum Flow

Students are expected to have a solid grasp of the basics of discrete mathematics. Discrete Mathematics and Its Applications by Ken Rosen provides an excellent background for this course.
If you answer “no” to any of the following questions, it may be beneficial to acquire background knowledge concurrently or prior to taking the course.
See the Technology Requirements for using Udacity.

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.

Start Learning

Prerequisites & Facts

Computability, Complexity & Algorithms

Course Topic

Business, Data Analytics, Decision Making

University, College, Institution

Udacity

Course Skill Level

Advanced

see course summary

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Start Learning

Degree & Cost

Computability, Complexity & Algorithms

To obtain a verified certificate from Udacity you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.

Udacity

Computability, Complexity & Algorithms

provided by Udacity

Start Learning

Reviews

[display-frm-data id=”8278″ filter=”1″]

Please select a valid form

Here you can find information, reviews and user experiences for the course “Computability, Complexity & Algorithms“. The provider of the course – “Udacity” – will be glad to answer any questions you may have about the class, click here to use the offical support channels. It would be great if you could share your experience of participating in the course – Your honest review will surely help others to choose the right class!

School: Udacity

Topic: Machine Learning

More classes & courses

Machine Learning Classification Algorithms using MATLAB

Azure Machine Learning Certification- AZ AI100

Machine Learning and Deep Learning using Tensor Flow & Keras

Building Machine Learning Web Apps with Python

machine learning and neural networks mini case studies

Hands-on Machine Learning with TensorFlow

Bullies At Work - A Guide For Survival

A New Method For Product Development & Design: SIMPSIS-Model

Geospatial Data Videocourse: Learn The Basics