Data Structures and Algorithms: The Complete Masterclass [Video]
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This book & 7000+ ebooks & video courses on 1000+ technologies
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What do you get with a Packt Subscription?
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Free ChapterCourse Introduction
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Big O Notation
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Essential Concepts - I
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Data Structure - Introduction
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Data Structure - Arrays
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Data Structures – Linked Lists
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Data Structures – Stack and Queue
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Data Structures – Hash Tables
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Data Structures - Trees
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Data Structures – Heaps
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Data Structures – Tries
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Data Structures – Graphs
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Essential Concepts - II
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Algorithm: Searching
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Algorithm: Sorting Elementary
- Sorting Algorithm – Introduction
- Bubble Sort
- Bubble Sort Visualization
- Implementing Bubble Sort
- Bubble Sort Complexity
- Selection Sort
- Selection Sort Visualization
- Implementing Selection Sort
- Selection Sort Complexity
- Insertion Sort
- Implementing Insertion Sort
- Insertion Sort Complexity
- Performance Analysis
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Algorithm: Sorting Advanced
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Algorithm: Tree Traversals
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Algorithms: Graph Traversal
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Implementations and Interview Questions
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Question 1: Two Sum
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Question 2: Min Stack
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Question 3: Max Stack
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Question 4: Design of a Linked List
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Question 5: Reserve Linked List
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Question 6: Constructing a Binary Tree
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Question 7: Invert Binary Tree
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Question 8: Constructing a Binary Search Tree
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Question 9: Detect Capital
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Question 10: Reverse Strings
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Question 11: Longest Palindromic Substring
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Thank You for Being Here!
About this
video
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.
- Publication date:
- January 2021
- Publisher
- Packt
- Duration
- 19 hours 52 minutes
- ISBN
- 9781801078504
Latest Reviews
(2 reviews total)