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C++ algorithm and datastructure interview

Blogs > betaben
Post a Reply
betaben
Profile Blog Joined September 2007
681 Posts
Last Edited: 2010-01-22 21:18:09
January 22 2010 21:16 GMT
#1
I'm applying for my first c++ job and have a interview; they say most people fail at "algorithms" and "data structures". Having essentially self-taught myself C++ and not taken a computer science degree, I don't really know what to expect. So, are there any computerscience majors who can tell me what to revise?

So far, I have covered :
-bubble, insertion, selection, shell, heap, binary, merge and quick sorts;
-searches based on traversals of trees, A*, B*;
-max, binomial, fibbonachi heaps;
-binary trees, red-black, AVL, splay;
-tries;
-B-trees, B*trees;
-linked lists, doubly linked lists, skip lists;
-cyclic list indentification algorithms;
-random number generation;
-hash tables.

the aim is to get to logn on the following url:http://www.indiangeek.net/programmer-competency-matrix/

but I don't know what else is common knowledge in computer science majors.

there are a shit load of algorithms:
http://en.wikipedia.org/wiki/List_of_algorithms
data structures:
http://en.wikipedia.org/wiki/List_of_data_structures
and numerical algorithms:
http://en.wikipedia.org/wiki/List_of_numerical_analysis_topics

so can someone tell me on what I should concentrate?

(If there is no better suggestion, I think I'd stick with graph algorithms.)

ps I recently found this internet radio site: http://musicovery.com/index.php


fabiano
Profile Blog Joined August 2009
Brazil4644 Posts
January 22 2010 21:26 GMT
#2
hm, im no computer science major yet, but as far as i know you have listed all the basics.

i've posted this in another c++ blog, but i will say it again, learn design patterns. I guess they will ask you how the Singleton pattern works, what in the hell is the Observer pattern and so on. And, even if they dont ask it, you will be amazed with the ease it will bring you for coding your systems in the future.

just an important note: im still very unexperencied with the real world jobs, so dont take my 'advice' as basis.
"When the geyser died, a probe came out" - SirJolt
CommanderFluffy
Profile Joined June 2008
Taiwan1059 Posts
January 22 2010 21:37 GMT
#3
My advice to you is just to make sure you can explain things like linked lists and heaps in 'kid language.' Companies will definitely ask you simple stuff like that before asking you for on the spot algorithms. A lot of people might know how a linked list or hash table works, but they have trouble articulating what they know. As for being prepared for the algorithmic tests they may give you, i think you just gotta be able to think fast and come up with efficient code and a solid concept behind your thinking process.
Pain is temporary, but glory is forever.
betaben
Profile Blog Joined September 2007
681 Posts
Last Edited: 2010-01-22 21:48:56
January 22 2010 21:44 GMT
#4
awesome! I was completely unaware of design patterns (although i might have been loosely following one without knowing) so, I'll get those in my arsenal. although it doesn't fit into algorithms and data structures, I've also been looking at development methodologies such as extreeme and agile, which seem quite useful. Thanks!

edit: cheers, fluffy! makes me feel a bit more confident.
illu
Profile Blog Joined December 2008
Canada2531 Posts
January 22 2010 21:53 GMT
#5
Unfortunately, you might be interviewed by someone who DOES have a degree in computer science. So regardless of the functionalities of these things in practice, you should always send as much time as you can learning them.
:]
ms291052
Profile Joined April 2008
United States24 Posts
January 22 2010 22:21 GMT
#6
TBH, it looks like you're already pretty much set. You know *way* more algorithms than will come up on an interview. B*? Are you kidding me? I bet your boss will scarcely have heard of it.

Design pattern stuff is nice though. Singletons, visitors, observers, et cetera come up fairly often. It's mostly common sense stuff that you probably "invented" yourself and have been using forever if you taught yourself, but it's nice to formalize and learn the names.

No sweat though brah. Just remember, 99% of your competition is terribads.
PaiNt)
Profile Joined June 2009
United States38 Posts
Last Edited: 2010-01-22 22:32:45
January 22 2010 22:27 GMT
#7
I'm currently majoring in Computer Science and just took a Data Structures and Algorithms class last semester. I think the algorithms you've covered are most of the important ones. The Data Structures that we covered were:
-Lists (Ordered and Unordered) (Array based, singly linked and doubly linked)
-Stacks (Array and linked)
-Trees (Binary Search)
-Hash Tables (You should understand how hash functions work or at least what the point of one is)
-Heaps
-Graphs (Weighted graphs can be useful)

We also did some more simple things like making our own string class and managing our own memory using dynamic allocation and the memcpy function.
You should also understand template classes very well as all of these data structures can benefit from them.

If you have any questions on these things let me know. (I still have all the code for these on my computer)

EDIT:
this gave me a good laugh
betaben
Profile Blog Joined September 2007
681 Posts
January 22 2010 22:50 GMT
#8
right. that's encouraging that I'm on the right track. thank you for you collective advice!
fabiano
Profile Blog Joined August 2009
Brazil4644 Posts
January 22 2010 23:48 GMT
#9
one more tip, if you want a light, easy and fun read to learn design patterns, take a look at the 'Head First Design Patterns' book.

http://oreilly.com/catalog/9780596007126

At first you will look at the pages with lots of drawing and figures and will think 'wtf? this is a childrens book...', but dont be fooled, this is a great book.

cheers and good luck!
"When the geyser died, a probe came out" - SirJolt
lepape
Profile Joined November 2005
Canada557 Posts
Last Edited: 2010-01-23 02:36:20
January 23 2010 02:30 GMT
#10
I'm surprised someone can learn C++ by himself and reach a level that would get him a job interview without having any degree, I always assumed this kind of approach had it's limit.

That said, I don't know anything about programming, so good luck,
haduken
Profile Blog Joined April 2003
Australia8267 Posts
January 23 2010 03:13 GMT
#11
^ It's definitely possible given the fact that most computing resources and study materials are available over the internet.
Rillanon.au
Elvin_vn
Profile Blog Joined March 2004
Vietnam2038 Posts
January 23 2010 03:22 GMT
#12
but u need a degree nevertherless

it's a polictical stuff
do not agrue with idiots, they will pull you down to their level and beat you with their experiences
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