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This course includes:

  • 3 hours on-demand video
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Development Software Engineering Data Structures

Data Structures&Algorithms-Asymptotic Notation, Recurrences

Learning Asymptotic Behaviour, Solving Recurrences
Rating: 4.3 out of 54.3 (12 ratings)
149 students
Created by VENKATACHALAM MAHESWARI
Last updated 7/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • At the end of my course , the students will have a clear understanding of what is asymptotic behaviour of algorithms and how asymptotic notations are used to analyse the algorithms. to analyse the performance of an algorithm design based on the appropriate data structures.
  • The students will be to solve recurrence relations of algorithms and distinguish the significance among the methods used to solve it .

Course content

3 sections • 20 lectures • 3h 6m total length

  • Preview02:08
  • Preview01:51

  • Preview14:56
  • Preview16:23
  • Omega Notation
    10:06
  • Theta Notation
    09:06
  • Little - oh, Little-omega Notation, Practice Exercise
    13:28
  • Practice Exercise-Discussion
    05:12
  • Quiz1
    9 questions

  • Preview08:21
  • Iteration Method
    14:35
  • Iteration Method-More Examples
    09:24
  • Quiz2- Iteration Method
    3 questions
  • Iteration Method- Quiz Discussion
    06:07
  • Substitution Method
    10:51
  • Substitution Method-More Examples, Practice Exercise
    07:14
  • Substitution Method- Practice Exercise Discussion
    03:17
  • Recursion Tree, Examples, Practice Exercise
    16:15
  • Recursion Tree- Practice Exercise Discussion
    09:56
  • Master Method
    09:06
  • Master Method-Examples
    14:20
  • Quiz3-Master Method
    6 questions
  • Master Method-Quiz Discussion
    03:30

Requirements

  • Basic understanding of Algorithms
  • Fundamental Mathematical knowledge

Description

This course is mainly aimed to focus in detail about asymptotic analysis of algorithms.The different  asymptotic notations are discussed in detail and their significance explained with appropriate examples.

The second part focus on solving the recurrences. The methods discussed in detail are iteration method, substitution method, recursion tree method and Master method.

In both parts practice exercise are covered and also solution to the practice exercise also explained.


Who this course is for:

  • Any Computer Science student who wants to get a deep insight into Asymptotic Notations and Recurrences.

Instructor

VENKATACHALAM MAHESWARI
Educator
VENKATACHALAM MAHESWARI
  • 4.5 Instructor Rating
  • 153 Reviews
  • 1,004 Students
  • 3 Courses

Dr.Maheswari has been in the field of teaching Technical Education for over 25 years. Has served in various Universities and also heading the department.

She holds doctoral degree in Computer Science and Engineering with specialization in Network Security. She is also Guest Faculty for Working Professionals.

Has a passion for teaching and a deep interest is sharing the  subject with the students.

She has handled the subject Data structure and Algorithm for different category of students. On analysing the difficulty faced by the learners , she has created this course to be understood in a simplest manner.

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