Data Structures and Algorithms: The Complete Masterclass

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This course takes you through all the important topics of data structure and algorithms from scratch. You will learn how to solve real-world problems with linked lists, stacks, queues, sorting algorithms, and a lot more using Python.

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116 on-demand videos & exercises
Level: All Levels
English
19hrs 52mins
Access on mobile, web and TV

What to know about this course

With the knowledge of data structures and algorithms at your fingertips, you can write efficient computer programs to solve real-world problems. This course will help you to get up and running with data structures and algorithms in no time. The course starts by explaining the concepts of complexity analysis and big O notation. Next, you will become familiar with the concepts of memory and logarithms. Moving along, you will get a solid understanding of data structure concepts, such as arrays, linked lists, stacks, queues, hash tables, trees, heaps, and graphs. Next, you will understand what recursion is and get to grips with a variety of basic and advanced algorithms, such as searching, sorting elementary, sorting advanced, tree traversal, and graph traversal. Towards the end, you will go through a set of interview questions that will enhance your knowledge of data structures and algorithms and prepare you for job interviews. By the end of this course, you will have gained exceptional knowledge of data structure and algorithms and will have developed skills to apply in the real world.

Who's this course for?

This course is designed for anyone who wants to learn the concepts of data structures and algorithms from scratch. Basic knowledge of Python programming is needed to get started with this course.

What you'll learn

  • Discover how to design a linked list.
  • Distinguish between static and dynamic array.
  • Grasp the steps to construct a binary tree.
  • Understand the concepts of a call stack and tree recursion.
  • Discover the role of searching and sorting algorithms.
  • Find the solution to the longest palindrome substring.

Key Features

  • The course explains how the exam is structured, the way that the questions should be approached and how to study successfully to pass.
  • The course also includes invaluable advice on the best way to prepare and what to expect from the testing process.

Course Curriculum

About the Author

Shubham

Shubham is a software developer and digital marketer with a passion for teaching. He has worked with many funded start-ups, self-projects, and as a top-rated freelancer on multiple marketplaces. Currently, he stands among the top 700 freelancers with over 2,500+ projects on Fiverr, PeoplePerHour, Freelancer, and more. As an instructor, he has taught programming and digital marketing to over 20,000 students, both with online courses and offline bootcamps. He has mastered explaining complex topics in the simplest form that is easy to understand and follow. His video courses are also used by companies to train their employees and by colleges to prepare and upgrade their students according to the latest industry requirements.