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IITBombayX: Algorithms

138,00 €

Learn how to structure and use algorithms to solve real life problems.

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138,00 €

Learn how to structure and use algorithms to solve real life problems.

Categories ,

Discover the Course

About this course

Algorithms power the biggest web companies and the most promising startups. Interviews at tech companies start with questions that probe for good algorithm thinking.

In this computer science course, you will learn how to think about algorithms and create them using sorting techniques such as quick sort and merge sort, and searching algorithms, median finding, and order statistics.

The course progresses with Numerical, String, and Geometric algorithms like Polynomial Multiplication, Matrix Operations, GCD, Pattern Matching, Subsequences, Sweep, and Convex Hull. It concludes with graph algorithms like shortest path and spanning tree.

Topics covered:

  • Sorting and Searching
  • Numerical Algorithms
  • String Algorithms
  • Geometric Algorithms
  • Graph Algorithms

This course is part of the Fundamentals of Computer Science XSeries Program:

  • Programming Basics
  • Object-Oriented Programming
  • Foundations of Data Structures
  • Implementation of Data Structures

At a glance

  • Institution: IITBombayX
  • Subject: Computer Science
  • Level: Intermediate
  • Prerequisites:

    Concepts of data structures as covered in ‘Foundations of Data Structures’ and ‘Implementation of Data Structures’ courses.

  • Language: English
  • Video Transcript: English
  • Associated programs:
    • XSeries in Fundamentals of Computer Science
  • Associated skills:Operations, Computer Science, Object-Oriented Programming (OOP), Sorting, Shortest Path Problem, Graph Algorithms, Search Algorithms, Data Structures, Pattern Matching, Algorithms

What you’ll learn

  • Structure of important algorithms.
  • How to use algorithms with appropriate data structures, to solve real life problems.
  • How algorithms and data structures can be used to design system at scale.

Course Overview

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