mycodeschool
Time complexity of a computer program
updated
http://www.youtube.com/playlist?list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P
In this lesson, we have talked about Adjacency List representation of Graph and analyzed its time and space complexity of adjacency list representation.
Previous Lesson: youtube.com/watch?v=9C2cpQZVRBA&list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P&index=41
Lesson on Pointers:
youtube.com/watch?v=ASVB8KAFypk
youtube.com/watch?v=sHcnvZA2u88
Time Complexity analysis playlist:
youtube.com/playlist?list=PL2_aWCzGMAwI9HK8YPVBjElbLbI3ufctn
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In this lesson, we have talked about Adjacency Matrix representation of Graph and analyzed its time and space complexity of adjacency matrix representation.
Previous Lesson: youtube.com/watch?v=ZdY1Fp9dKzs&list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P&index=40
Time Complexity analysis playlist:
youtube.com/playlist?list=PL2_aWCzGMAwI9HK8YPVBjElbLbI3ufctn
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In this lesson, we have described how we can represent and store a graph in computer's memory as vertex-list and edge-list. We have analyzed the time and space complexities of such a representation.
In next two lessons, we will talk about adjacency matrix and adjacency list representations.
Next Lesson : youtube.com/watch?v=9C2cpQZVRBA&index=41&list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P
Time Complexity analysis playlist:
youtube.com/playlist?list=PL2_aWCzGMAwI9HK8YPVBjElbLbI3ufctn
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In this lesson, we have described below properties of Graph data structure:
a) directed graph vs undirected graph
b) weighted graph vs unweighted graph
c) sparse graph vs dense graph
d) strongly connected graphs
e) Acyclic graphs.
Next Lesson:- youtube.com/watch?v=ZdY1Fp9dKzs&list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P&index=40
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In this lesson, we have described Graph data structure as a mathematical model. We have briefly described the concept of Graph and some of its applications.
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In this tutorial, we have discussed int data-type in detail.
We have explained below concepts:
How data is stored in computer's memory.
Size and range of int
Signed and unsigned int
How negative numbers are stored in binary.
About binary number system:
youtube.com/watch?v=5OBZYhJnne0
About 2's complement notation:
http://www.cs.cornell.edu/~tomf/notes/cps104/twoscomp.html
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See source codes here:
O(n^3) algorithm - gist.github.com/mycodeschool/9666221e7527935d8e1d
O(n^2) algorithm -
gist.github.com/mycodeschool/447854ea1844b1b42cd3
O(NlogN) algorithm -
gist.github.com/mycodeschool/8b4bcff69427c8a6f2aa
O(N) algorithm -
gist.github.com/mycodeschool/4b0b01e1d08932066301
See playlist on programming interview questions here:
youtube.com/playlist?list=PL2_aWCzGMAwLPEZrZIcNEq9ukGWPfLT4A
See series on time complexity here:
youtube.com/watch?v=V42FBiohc6c&list=PL2_aWCzGMAwI9HK8YPVBjElbLbI3ufctn&index=2
Analysis of quicksort:
youtube.com/watch?v=3Bbm3Prd5Fo
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Video creator : Ashwin Krish - intern at MyCodeSchool
http://www.youtube.com/playlist?list=PL2_aWCzGMAwLSqGsERZGXGkA5AfMhcknE
In this tutorial, we have explained how to use arithmetic operators to perform arithmetic in a C program.
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See source code here:
gist.github.com/mycodeschool/5bc53cb87905f95e12b3
See series on linked list here:
youtube.com/watch?v=NobHlGUjV3g&list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P&index=4
See series on time complexity here:
youtube.com/watch?v=V42FBiohc6c&list=PL2_aWCzGMAwI9HK8YPVBjElbLbI3ufctn&index=2
About sets:
http://www.cplusplus.com/reference/set/set
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In this tutorial, we have explained printf and scanf functions in C that are used to read input and write output from command line or Console.
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In this lesson, we have discussed efficient algorithm to find Inorder successor of a Node in binary search tree.
See source code here:
gist.github.com/mycodeschool/6515e1ec66482faf9d79
See video on Inorder Traversal here:
youtube.com/watch?v=gm8DUJJhmY4
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In this lesson, we have written code to find height of a binary tree using a simple recursion.
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In this lesson, we have discussed deletion of a node from binary search tree data structure. We have discussed the core logic and written implementation of it in C++.
See source code here:
gist.github.com/mycodeschool/9465a188248b624afdbf
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In this lesson, we have written a program in C/C++ to verify whether a given binary tree is binary search tree or not.
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In this lesson, we have described Preorder, Inorder and Postorder algorithms for binary tree traversal and analyzed their time and space complexities.
See source code here:
gist.github.com/mycodeschool/10016271
For more on time complexity analysis:
http://www.geeksforgeeks.org/618
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In this lesson, we have discussed level order traversal algorithm for binary tree.
See source code here:
gist.github.com/mycodeschool/9507131
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In this lesson, we will see algorithm to find out direction of a point from a line segment.
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In this lesson, we have discussed algorithms for binary tree traversal. We have talked about breadth-first and depth-first strategies for tree traversal like level-order, preorder, inorder and postorder.
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In this lesson, we have written a program to find minimum or maximum element in a "binary search tree" data structure. We have written two solutions - iterative and recursive.
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In this lesson, we have described how things will move in stack and heap sections of application's memory when binary search tree program discussed in previous lesson will execute.
See source code here:
gist.github.com/mycodeschool/44e1a9183ab0e931f729
Lesson on dynamic memory allocation:
http://www.youtube.com/watch?v=_8-ht2AKyH4&list=PL2_aWCzGMAwLZp6LMUKI3cc7pgGsasm2_&index=12
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In this lesson, we have implemented binary search tree in C/C++. We have written a simple program to create a binary search tree of integers and search an element in it.
See source code here:
gist.github.com/mycodeschool/44e1a9183ab0e931f729
Lesson on dynamic memory allocation:
http://www.youtube.com/watch?v=_8-ht2AKyH4&list=PL2_aWCzGMAwLZp6LMUKI3cc7pgGsasm2_&index=12
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In this lesson, we have discussed binary search tree data structure. Binary search is an efficient data structure in which we can store data to get search, insertion and deletion, all in O(log n) running time. We have drawn comparison of Binary search tree with arrays and linked list and explained this concept in detail.
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In this lesson, we have discussed binary tree in detail. We have talked about different types of binary tree like "complete binary tree", "perfect binary tree" and "balanced binary tree" and their properties. We have also discussed how cost of operations in a tree may depend upon height of the tree and why we want a tree to be dense and its height to be minimum. Finally, we talked about two possible implementations of binary tree - a) using dynamically created nodes and b) using arrays.
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In this lesson, we have described tree data structure as a logical model in computer science. We have briefly discussed tree as a non-linear hierarchical data structure, its vocabulary and applications.
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In this lesson, we have analyzed time and space complexity of quick sort algorithm as well its other properties.
Series on time complexity analysis:
http://www.youtube.com/playlist?list=PL2_aWCzGMAwI9HK8YPVBjElbLbI3ufctn
Lesson on space complexity analysis of recursion:
http://www.youtube.com/watch?v=dxyYP3BSdcQ&list=PL2_aWCzGMAwLz3g66WrxFGSXvSsvyfzCO&index=6
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In this lesson, we will see an efficient algorithm and its implementation to calculate area of a polygon.
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In this lesson, we will see an efficient algorithm to convert Infix to Postfix using stack data structure.
See source code here:
gist.github.com/mycodeschool/7867739
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In this lesson, we have described how we can evaluate Prefix and Postfix expressions efficiently using stack data structure.
See source code here:
gist.github.com/mycodeschool/7702441
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In this lesson, we have described Infix , Prefix and Postfix notations which are ways of writing arithmetic and logical expressions. Infix notation is the most common way of writing expressions. Prefix and Postfix notations are other two ways that are good for machines because they can be parsed and evaluated easily. This is one important topic in computer science where we find application of stack data structure.
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In this lesson, we have described linked list implementation of Queue data structure.
See source code here:
gist.github.com/mycodeschool/7510222
Lessons on Time complexity analysis:
http://www.youtube.com/playlist?list=PL2_aWCzGMAwI9HK8YPVBjElbLbI3ufctn
Lesson on Implementation of Linked list in C/C++:
http://www.youtube.com/watch?v=vcQIFT79_50&list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P&index=5
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In this lesson, we have implemented doubly linked list data structure in C. We have written basic operations for traversal and insertion.
See source code here:
gist.github.com/mycodeschool/7429492
Lesson on Dynamic memory allocation:
youtube.com/watch?v=_8-ht2AKyH4
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In this lesson, we have described doubly linked list data structure.
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In this lesson, we have described array based implementation of queue data structure.
Source Code in C++:
gist.github.com/mycodeschool/7331785
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In this lesson, we have described queue data structure as abstract data type.
See source code in C++ here:
gist.github.com/mycodeschool/7331785
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Algorithm or program to check for balanced parentheses in an expression using stack data structure. This is a popular programming interview question.
See source code here:
gist.github.com/mycodeschool/7207410
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In this lesson, we have described how we can reverse a string or linked list using stack. Reversal is a simple application of stack.
To know about implicit stack, see this video:
http://www.youtube.com/watch?v=_8-ht2AKyH4
Reversal of linked list using recursion:
http://www.youtube.com/watch?v=KYH83T4q6Vs
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In this lesson, we will discuss Euclid's algorithm which is an efficient ancient algorithm to find out greatest common divisor (GCD) of two numbers.
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In this lesson, we have discussed linked list based implementation of stack data structure.
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In this lesson, we have discussed array based implementation of stack data structure.
Source Code:
C code: gist.github.com/mycodeschool/6878252
C++ code (Object oriented implementation) : gist.github.com/mycodeschool/6878628
Time complexity of push for dynamic array implementation:
If we start with an array of size 1 and keep doubling the size with each overflow, for n pushes.. cost of copy will be
(1 + 2 + 4 + 8 + ... + n/2 + n)
= n *( 1+ 1/2 + 1/4 + 1/8 + ... 1/n) - taking out n
= n*2 - the expression in bracket above will evaluate to 2.
So, cost of copy in n pushes = O(n)
Cost of n normal pushes = O(n) - each push takes constant time
Total cost of n pushes = O(n)
Average cost of 1 push = O(1).
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In this lesson, we have described stack data structure as abstract data type.
Lesson on Dynamic memory allocation:
http://www.youtube.com/watch?v=_8-ht2AKyH4
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In this lesson, we have explained use cases of function pointer through code examples. In previous video, we had explained basics of function pointers.
See Bubble sort video here:
http://www.youtube.com/watch?v=Jdtq5uKz-w4&list=PL2_aWCzGMAwKedT2KfDMB9YA5DgASZb3U&index=3
About event handling - You can think of a scenario where if something happens in a user interface, you want to perform some action. For example, upon a mouse click, you want to call some function. Many libraries give you a design where you can register a callback function to be called upon an event (like a mouse click). Library function will callback this function that you would register whenever the event occurs. Basically library function will call all functions registered for the event (stored in some list).
See this Wikipedia article to know about events: http://en.wikipedia.org/wiki/Event_(computing)
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In this lesson, we have explained the concept of function pointers and shown how you can create and use function pointers in C or C++.
Feel free to drop your comments, feedback and suggestions.
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In this lesson, we will see how we can work with multidimensional array in general using pointers. We have also explained how multidimensional arrays can be passed as arguments to functions.
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In this lesson, we will see how we can work with 2-D (two dimensional) arrays using pointers. We have explained how 2-D arrays are organized in memory and how pointer arithmetic and dereferencing can be used to work with 2-D arrays.
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In this tutorial, we have explained the concepts of constants and variables in programming as means to store and represent data. We have also talked about basic or primitive data types already defined in 'C' language.
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Next video: http://www.youtube.com/watch?v=4LbarXsdEbM&list=PL2_aWCzGMAwLSqGsERZGXGkA5AfMhcknE&index=5
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In this lesson, we will see how we can work with some of the Integrated Development Environments or IDEs like Dev-cpp and Code Blocks.
Dev-Cpp: http://www.bloodshed.net/dev/devcpp.html
Code Blocks: http://www.codeblocks.org/downloads/26
Visual Studio Express: http://www.microsoft.com/visualstudio/eng/downloads#d-express-windows-desktop
To write and execute code in browser, you can use
http://ideone.com
http://codepad.org
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http://www.youtube.com/watch?v=lqzuR2USKRM&list=PL2_aWCzGMAwLSqGsERZGXGkA5AfMhcknE&index=4
see complete series on C programming here:
http://www.youtube.com/playlist?list=PL2_aWCzGMAwLSqGsERZGXGkA5AfMhcknE
In this lesson, we have written a simple program in 'C' to print "Hello World" on screen. We have used gcc compiler to compile our program.
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http://www.youtube.com/watch?v=aMpsKnf6DrQ&list=PL2_aWCzGMAwLSqGsERZGXGkA5AfMhcknE&index=3
See complete series on C programming here:
http://www.youtube.com/playlist?list=PL2_aWCzGMAwLSqGsERZGXGkA5AfMhcknE
In this tutorial, we have explained the basics of computer's memory architecture and what all it takes to learn programming.
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