Mathematics for AI/Machine learning ?

Posted by Ankur Gupta on Stack Overflow See other posts from Stack Overflow or by Ankur Gupta
Published on 2008-11-22T12:10:50Z Indexed on 2010/05/22 22:20 UTC
Read the original article Hit count: 268

Filed under:

math

|

artificial-intelligence

|

machine-learning

|

recommendation-engine

I intend to build a simple recommendation systems for fun.

I read a little on the net and figured being good at math would enable on to build a good recommendation system. My math skills are not good.

I am willing to put considerable efforts and time in learning maths. Can you please tell me what mathematics topics should I cover? Also if any of you folks can point me to some online material to learn from it would be great.

I am aware of MIT OCW, book like collective intelligence. Math Topics to cover and from where to read would really help.

© Stack Overflow or respective owner

Related posts about math

how to make a function recursive

as seen on Stack Overflow - Search for 'Stack Overflow'
i have this huge function and i am wondering how to make it recursive. i have the base case which should never come true, so it should always go to else and keep calling itself with the variable t increases. any help would be great thanks def draw(x, y, t, planets): if 'Satellites' in planets["Moon"]: … >>> More
Sunrise / set calculations

as seen on Stack Overflow - Search for 'Stack Overflow'
I'm trying to calculate the sunset / rise times using python based on the link provided below. My results done through excel and python do not match the real values. Any ideas on what I could be doing wrong? My Excel sheet can be found under .. http://transpotools.com/sun_time.xls # Created on… >>> More
Android-Java: Constructing a triangle based on Coordinates on a map and your bearing

as seen on Stack Overflow - Search for 'Stack Overflow'
Hi Guys, I'm constructing a geolocation based application and I'm trying to figure out a way to make my application realise when a user is facing the direction of the given location (a particular long / lat co-ord). I've got the math figured, I just have the triangle to construct. //UPDATE So… >>> More
Math.max and Math.min outputting highest and lowest values allowed

as seen on Stack Overflow - Search for 'Stack Overflow'
so I'm trying to make a program that will output the sum, average, and smallest and largest values. I have everything basically figured out except the smallest and largest values are outputting 2147483647 and -2147483647, which I believe are the absolute smallest and largest values that Java will… >>> More
Is Programming == Math?

as seen on Stack Overflow - Search for 'Stack Overflow'
I've heard many times that all programming is really a subset of math. Some suggest that OO, at its roots, is mathematically based. I don't get the connection. Aside from some obvious examples: using induction to prove a recursive algorithm formal correctness proofs functional languages lambda calculus asymptotic… >>> More

Related posts about artificial-intelligence

Artificial Intelligence Research within Microsoft

as seen on ASP.net Weblogs - Search for 'ASP.net Weblogs'
I've got the contact with Eric Horvitz today, interview with him about Artificial Intelligence-related research within Microsoft you can see below: ...(read more) >>> More
Artificial Intelligence Research within Microsoft

as seen on ASP.net Weblogs - Search for 'ASP.net Weblogs'
I've got the contact with Eric Horvitz today, interview with him about Artificial Intelligence-related research within Microsoft you can see below: ...(read more) >>> More
Design for a machine learning artificial intelligence framework

as seen on Stack Overflow - Search for 'Stack Overflow'
This is a community wiki which aims to provide a good design for a machine learning/artificial intelligence framework (ML/AI framework). Please contribute to the design of a language-agnostic framework which would allow multiple ML/AI algorithms to be plugged into a single framework which: runs… >>> More
Design for a machine learning artificial intelligence framework (community wiki)

as seen on Stack Overflow - Search for 'Stack Overflow'
This is a community wiki which aims to provide a good design for a machine learning/artificial intelligence framework (ML/AI framework). Please contribute to the design of a language-agnostic framework which would allow multiple ML/AI algorithms to be plugged into a single framework which: runs… >>> More
what languages are used in AI research today?

as seen on Stack Overflow - Search for 'Stack Overflow'
hi. I am currently dabbling in expert systems, emacs lisp, and reading up about artificial intelligence. Traditionally, artificial intelligence is associated with LISP and expert systems with CLIPS. However, I have noticed in computational sciences how much Python is being used. What about the… >>> More