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Learn Data structures and Algorithms using Python for Freshers (4.5GB)

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Learn Data structures & Algorithms using Python for Freshers — SkillShare — Last updated 8/2020 — Free download

Learn to master Data structure Algorithm by understanding concepts through time complexity and implementation in Python3

What you’ll learn

  • Apply basic algorithmic techniques such as greedy algorithms, binary search, sorting and dynamic programming to solve programming challenges.
  • Apply various data structures such as stack, queue, hash table, priority queue, binary search tree, graph and string to solve programming challenges.
  • Apply graph and string algorithms to solve real-world challenges: finding shortest paths
  • Solve complex programming challenges using advanced techniques

Requirements

  • Basic computer programming
  • Basic Mathematics knowledge
Description

The course Data structures and Algorithm using Python 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.

Implemented all the concepts using Python 3 using Pycharm IDE and explained the time complexity and difficulty of the data structures.

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.


Course content: https://www.udemy.com/course/data-structure-algorithms-for-beginners-for-data-science/

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Learn Data structures & Algorithms using Python for Freshers.part1.rar   (download)
2.93 GB
Learn Data structures & Algorithms using Python for Freshers.part2.rar   (download)
1.51 GB

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