Data Structures and Algorithms: In-Depth using Python (Udemy.com)

Understand, Learn and Implement Data Structures in Python

( 58 Reviews )

Created by: Syed Mohiuddin

Produced in 2021

What you will learn

Learn Data Structures, Abstract Data Types and their implementation in Python
Implementation of Searching Algorithms in Python
Implementation of Stacks, Queues, Linked List, Binary Trees, Heaps and Graphs in Python
Implementation of Binary Tree Traversal Techniques in Python
Graph traversals techniques ie Depth First Search and Breadth-First Search in Python
Implementation of Sorting Algorithms in Python
Enhance Analytical Skill and efficiently use searching and sorting algorithms in real applications

Quality Score

Content Quality

Video Quality

Qualified Instructor

Course Pace

Course Depth & Coverage

Overall Score : 86 / 100

Course Description

This course will help you in better understanding of the 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.
Theres 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 a 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:
RecursionStacks, Queues, DequesLinked ListTrees & Binary TreesBinary Search TreesPriority Queues and HeapsGraphs & Graph Traversal AlgorithmsSearching and Sorting algorithmsAgain, 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 StructuresPython programmers curious about Data StructuresIT Professional experimenting implementation of Data Structures in Python

Time: 34.5h

Instructor Details

Syed Mohiuddin

4.3 Rating
58 Reviews

Welcome to my Udemy Courses, I make programming tutorials from beginner to advanced level, I focus on creating video tutorials for programmers, software developers, engineers, and analysts.
I cover topics for all skill levels, so there is something for everyone here. My focus is on Python and R programming which is applied in statistics, data analysis, data science and machine learning.

Reviews

4.3

58 total reviews

5 star 4 star 3 star 2 star 1 star

Write a Review

By Yu Long Tsai on 11/21/2020

Nice explanation about time complexity about recursion relation.

By Oluwafolake Ayano on 11/14/2020

Yes, it is a good match for me

By Raina Lodha on 10/24/2020

All the videos were very clear and explained all the concepts and algorithms very systematically. This course was exactly what I was looking for to brush on all the CS data structures algorithms.

By Kiran on 10/21/2020

for some codes like insertion, selection in linked list doesn't include worst cast scenarios.
for balanced search tress there is no code implementation, only just theory

By Michael Mazar on 10/5/2020

Algorithm Explanations are fairly fundamental and basic, albeit explained in detail

By Manoj nc on 10/4/2020

Good course. Could understand all the concepts without much dificulty. The only missing part is the example problems in each section that demonstrates how these concepts can be implemented.

By Jian Gao on 9/25/2020

The course is very structured with the materials of clear explanations and coding, for fundamental theory, sorting, searching, and data structures, Highly recommended for anyone trying to learn Data Structure and Algorithms.

By Ashutosh Upadhyay on 9/20/2020