Data structure & Algorithms for beginners for Data Science

About this course

The course covers basic algorithmic techniques and ideas for computational problems arising frequently in practical applications: sorting and searching, divide and conquer, greedy algorithms, dynamic programming.

You will learn a lot of theory: how to sort data and how it helps for searching. How to break a large problem into pieces and solve them recursively and it makes sense to proceed greedily. 

This course contains of these below mentioned topic:

  • Recursion.

  • Algorithm run time analysis

  • Arrays

  • Stack

  • Linked list

  • Data Structure

  • Binary Tree

  • Binary Search Tree

  • AVL Tree

  • Heap tree

  • Queue

  • Sorting

  • Hash Table

  • Graph Theory

  • Magic Framework

  • Computer Programming

  • Dynamic Programming

Who this course is for:
  • Beginner who have little programming experience , willing to learn and pursue data science career.
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