Data Structures and Algorithms In Python (DSA Masterclass)

Learn Data Structures and Algorithms In Python for efficient solutions and job interview

Course Summary

This "Data Structures and Algorithms In Python" course is thoroughly detailed and uses lots of animations to help you visualize the concepts.

***** Review
It was a great experience. Each concepts are well explained. I really appreciate the course content and explanation. Thanks a lot. I recommend this to anyone who wants to understand the DS and A basics thoroughly.

What you'll learn
Understand the details of Data Structures and algorithms through animations
Learn to write programs for different Data Structures and Algorithms in Python
Get the confidence to face programming interviews
Learn how to analyze algorithms
Get the ability to write and trace recursive algorithms

Requirements
Basic knowledge of programming in Python

Who this course is for
Programmers looking for jobs
Programmers wanting to write efficient code
Computer Science students having Data Structures as part of their curriculum
Non Computer science students wanting to enter IT industry

Content
Introduction to Data Structures and Algorithms
Linked List
Stack and Queue
Recursion
Binary Tree
Binary Search Tree
Heap
Sorting
Searching
Hashing
AVL Tree
Threaded Binary Tree
Expression Tree
B Tree
Graph
Traversal in Graph
Shortest Paths in Graph
Minimum Spanning Tree of a Graph

This "Data Structures and Algorithms in Python" tutorial will help you develop a strong background in Data Structures and Algorithms. The course is broken down into easy to assimilate short lectures. The examples are explained with animations to simplify the learning of this complex topic. Complete working programs are shown for each concept that is explained.

This course provides a comprehensive explanation of data structures like linked lists, stacks and queues, binary search trees, heap, searching, hashing, other trees and Graphs. Various sorting algorithms with implementation and analysis are included. Concept of recursion is very important for designing and understanding certain algorithms so the process of recursion is explained with the help of several examples.

This course covers following topics with Python implementation :

Algorithm Analysis, Big O notation, Time complexity, Singly linked list, Reversing a linked list, Doubly linked list, Circular linked list, Linked list concatenation, Sorted linked list.

Stack, Queue, Circular Queue, Dequeue, Priority queue, Polish Notations, Infix to Postfix, Evaluation of Postfix, Binary Tree, Binary Search Tree, Tree Traversal (inorder, preorder, postorder, level order), Recursion, Heap, Searching, Hashing

Sorting : Selection, Bubble, Insertion, Shell, Merging, Recursive Merge, Iterative Merge, Quick, Heap, Binary tree, Radix, Address calculation sort

AVL Tree, Threaded Binary Tree, Expression Tree, B Tree

Graphs, Graph Traversal, Shortest Path and Minimum Spanning Trees

Throughout the course, a step by step approach is followed to make you understand different Data Structures and Algorithms. You will see implementation of different data structures in Python and algorithms are explained in step-wise manner. Through this course you can build a strong foundation and it will help you to crack Data Structures and Algorithms coding interviews questions and work in the industry.

In this Data Structures and Algorithms course, Python language is used for implementing various concepts, but you can easily implement them in any other language like C++, C#, or Python.

This Data Structures and Algorithms In Python online course will help software developers to refresh the concepts studied in book and also to students learning from referred book.

Deepali Srivastava

Deepali Srivastava has a Master's degree in Mathematics and is the author of popular books C In Depth, Data Structures Through C In Depth helped 250,000+ students. She loves programming, DSA and is passionate about teaching. Whether writing a book or making a course, she always tries to present the concepts in a simplified way which helps students develop interest in the topic being taught. Her books have been appreciated by students and she hopes that her online courses will also prove to be helpful.

Course Curriculum

Frequently Asked Questions (FAQ)

The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.

How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.

We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.

Course Pricing

  • DSA Masterclass Python

  • 1000 INR

    300 INR

    Buy Now

© 2024 CourseGalaxy