A********r
发帖数: 43 | 1 For Stat people, is class like data structure and algorithm necessary?
seems data structure and algorithm are required for taking machine learning
also I'm not sure if it could be handled. |
m*********n
发帖数: 413 | 2 我觉得有帮助，虽然很具体的数据结构或者算法在统计中（尤其工作中）往往用不上，
但这方面的知识对统计中的coding efficiency很有潜在的帮助。
learning
【在 A********r 的大作中提到】
: For Stat people, is class like data structure and algorithm necessary?
: seems data structure and algorithm are required for taking machine learning
: also I'm not sure if it could be handled.
|
w**********y
发帖数: 1691 | 3 seems data structure and algorithm are required for taking machine learning
-- I don't think that is necessary, but totally depends on the course plan.
Take a look at the material here:
http://ocw.mit.edu/courses/electrical-engineering-and-computer-
You will then get a sense whether you can handle it.
learning
【在 A********r 的大作中提到】
: For Stat people, is class like data structure and algorithm necessary?
: seems data structure and algorithm are required for taking machine learning
: also I'm not sure if it could be handled.
|
m*********n
发帖数: 413 | 4 agree。statistical machine learning 不太需要算法和数据结构。
有些可能要，比如各种network models，但也是简单需要知道怎么represent a graph
structure, 和一些简单的algorithm，比如广度优先和深度优先。这些不上课，看看书
就能懂（我假定广度优先和深度优先这种能自己看懂编出来）。
learning
【在 w**********y 的大作中提到】
: seems data structure and algorithm are required for taking machine learning
: -- I don't think that is necessary, but totally depends on the course plan.
: Take a look at the material here:
: http://ocw.mit.edu/courses/electrical-engineering-and-computer-
: You will then get a sense whether you can handle it.
:
: learning
|
A********r
发帖数: 43 | 5 thanks a lot for all your comments and suggestions.
statistical machine learning 不太需要算法和数据结构。---> the machine
learning class I'm planning to take is offered by computer science
department. that's why I'm sort of worried.
I'll take a look at that online course instruction and make a decision |
w**********y
发帖数: 1691 | 6 ask for a syllabus for that machine learning course too...and then maybe
paste it here..lol
I took that course from both CS and Stat. The only difference i can feel is,
statistical learning course is more like math flavor with lots of theories
and formulas; ML course is closer to engineering flavor with more pictures
and intuitive explanations.
【在 A********r 的大作中提到】
: thanks a lot for all your comments and suggestions.
: statistical machine learning 不太需要算法和数据结构。---> the machine
: learning class I'm planning to take is offered by computer science
: department. that's why I'm sort of worried.
: I'll take a look at that online course instruction and make a decision
|
c*****a
发帖数: 808 | 7 data structure and algorithm 没什么用吧。就是教你cs里面的常用架构coding多。
里面的算法应该是graph theory, tree,NP问题多吧
我学校的ML require是AI |
B******5
发帖数: 4676 | 8 呃，我们也是require AI，不过似乎没啥需要的地方。。。
【在 c*****a 的大作中提到】
: data structure and algorithm 没什么用吧。就是教你cs里面的常用架构coding多。
: 里面的算法应该是graph theory, tree,NP问题多吧
: 我学校的ML require是AI
|
d********h
发帖数: 2048 | 9 AI不需要太多算法，到是data struc需要很强的编程能力，是我迄今为止最为痛苦的一
门课，有是熬夜作业还没写完
【在 A********r 的大作中提到】
: thanks a lot for all your comments and suggestions.
: statistical machine learning 不太需要算法和数据结构。---> the machine
: learning class I'm planning to take is offered by computer science
: department. that's why I'm sort of worried.
: I'll take a look at that online course instruction and make a decision
|
