Error occured ! We are notified and will try and resolve this as soon as possible.
WARNING! [2] file_put_contents(/home/myedu/domains/myeducationpath.com/app/../html/cache/memory/course_24659_0_e086762d743c0218beb85ea6e1b456cae.txt): Failed to open stream: No such file or directory . Line 75 in file /home/myedu/domains/myeducationpath.com/html/include/class.cache.php. Continue execution. 3394743; index.php; 54.163.14.144; GET; url=courses/24659/machine-learning.htm&; ; claudebot; ; Executon time: 0 MyEducationPath.com :: edX : Machine Learning

Machine Learning

0 votes
Free Closed [?]
Machine Learning

Machine learning is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed. This area is also concerned with issues both theoretical and practical.



In this course, we will present algorithms and approaches in such a way that grounds them in larger systems as you learn about a variety of topics, including:




  • statistical supervised and unsupervised learning methods

  • randomized search algorithms

  • Bayesian learning methods

  • reinforcement learning



The course also covers theoretical concepts such as inductive bias, the PAC and Mistake‐bound learning frameworks, minimum description length principle, and Ockham's Razor. In order to ground these methods the course includes some programming and involvement in a number of projects.

 

By the end of this course, you should have a strong understanding of machine learning so that you can pursue any further and more advanced learning. 



This is a three-credit course.


Categories:
Starts : 2017-08-21

Comments

Alternatives

-- no alternatives found for the course --
If you know any alternatives, please let us know.

Prerequisites

-- no prerequsites found for the course --
If you can suggest any prerequisite, please let us know.

Paths

No Paths inclusing the course. You can build and share a path with this course included.

Certification Exams

-- there are no exams to get certification after this course --
If your company does certification for those who completed this course then register your company as certification vendor and add your exams to the Exams Directory.

Let us know when you did the course Machine Learning.

Started on: Completed on:
Your grade (if any):
Comments:

Add the course Machine Learning to My Personal Education Path.

Start the course on:
Duration of study:
Notes:

Successfully added to your path.

View your path

Select what exam to connect to the course. The course will be displayed on the exam page in the list of courses supported for certification with the exam.


Notes about how the exam certifies students of the course (optional):