Data structure & Algorithms for beginners for Data Science

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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
  

Instructors: Chandramouli Jayendran




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