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Home Development Data Structures and Algorithms Through Python In Depth

Data Structures and Algorithms Through Python In Depth

4.2 (92 ratings) 519 students enrolled

Created by Deepali Srivastava Last updated 7/2018English

What you’ll learn

  • Over 100 Quiz questions
  • Knowledge of basic Data Structures and various sorting algorithms
  • Ability to write programs for different Data Structures and Algorithms
  • Ability to analyse algorithms
  • Ability to write and trace recursive algorithms
  • Confidence to face programming interviews

+Introduction
1 lecture01:08
+Introduction to Data Structures and Algorithms
12 lectures45:36
+Linked List
21 lectures02:14:33
+Stack and Queue
16 lectures01:39:37
+Binary Tree
16 lectures01:04:55
+Binary Search Tree
6 lectures40:45
+Heap
6 lectures26:05
+Sorting
35 lectures01:56:19
+Searching
5 lectures29:45
+Hashing
11 lectures01:15:41
+Bonus Lecture
1 lecture00:42

Requirements

  • Basic knowledge of programming in Python

Description

This is a thoroughly detailed course that uses lots of animations to help you visualize the concepts.

This course will help you develop a strong background in Data Structures and Algorithms. The course is broken down into easy to assimilate short lectures, and after each topic there is a quiz that can help you to test your newly acquired knowledge. 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. 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.

Throughout the course, a step by step approach is followed to make you understand different Data Structures and Algorithms. Through this course you can build a strong foundation in Data Structures and Algorithms that can help you to crack coding interviews and work in the industry.

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

What students are saying about this course –

“Very detailed and covers a wide range of topics so far. Great content and explanations. ”

“This is an excellent course. One of the best I’ve seen in udemy. The lecturer’s use of visuals is refreshing. Her step-by-step explanations are very clear.”

“The examples are really good, which further make the explaining of concept a lot easier. I would highly recommend this class to whoever has not learned any data structure before. ”

“The course meets my expectations. Much of this material is review for me, but I am still learning quite a bit. Deepali’s accent is hard for me to understand at first, but I got use to it fairly quickly. I try to code the examples myself while Deepali is presenting them. I am enjoying the course.”

“She was explaining it quite clearly..”

“good explanation. good lectures”

“Properly explained each and every topic with in-depth knowledge as well as example.happy to take this course”

“The pace is about right and everything is explained clearly and concisely with relevant examples.”

“Excellent stuff!!

Who is the target audience?Programmers looking for jobsProgrammers wanting to write efficient codeComputer Science students having Data Structures as part of their curriculumNon Computer science students wanting to enter IT industry

 

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