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Udemy - Learning Data Structures & Algorithms in Python from Scra...

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 1.7 GB
  • Uploaded By tutsgalaxy
  • Downloads 365
  • Last checked 3 weeks ago
  • Date uploaded 3 weeks ago
  • Seeders 30
  • Leechers 12

Infohash : 4B808C761DAD52E21411EA3ADA2468D308CD6BB7



Description

This course will help you in better understanding of basics of Data Structures and how algorithms are implemented in high level programming language. This course consists of lectures on data structures and algorithms which covers the computer science theory + implementation of data structures in python language. This course will also help students to face interviews at the top technology companies. This course is like having personal tutors to teach you about data structures and algorithms.

There’s tons of concepts and content in this course. To begin the course:

We have a discussion of why we need data structures.
Then we move on to discuss Analysis of Algorithms ie Time and Space complexity, though the Asymptotic Notation ie Big O, Omega and Theta are taken up at the end of this course so that you do not get confused and concentrate on understanding the concepts of data structures.
We have programming environment setup to make sure you have all the software you need in order to get the hands on experience in implementing Data structures and algorithms.

Then we get to the essence of the course; algorithms and data structures. Each of the specific algorithms and data structures is divided into two sections. Theory lectures and implementation of those concepts in Python. We then move on to learn:

Recursion
Stacks, Queues, Deques
Linked List
Trees & Binary Trees
Binary Search Trees
Priority Queues and Heaps
Graphs & Graph Traversal Algorithms
Searching and Sorting algorithms

Again, each of these sections includes theory lectures covering data structures & their Abstract Data Types and/or algorithms. Plus the implementation of these topics in Python.
Who this course is for:

Students who want to have better understanding of Data Structures
Python programmers curious about Data Structures
IT Professional experimenting implementation of Data Structures in Python

Requirements

Prior knowledge of Programming any high level language
Basic knowledge of Python Programming

Last updated 5/2019

Files:

Learning Data Structures & Algorithms in Python from Scratch
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  • Learning Data Structures & Algorithms in Python from Scratch.zip (1.7 GB)

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