Introduction to Data Structures & Algorithms in Java [Video]
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Free ChapterIntroduction to Algorithms
-
Analysis of Algorithms
-
Basic Sorting and Search Algorithms
- Selection Sort
- Selection Sort: Pseudocode
- Introduction to Insertion Sort
- Applying Insertion Sort algorithm to cue balls
- Insertion Sort: Pseudocode
- O(n²) sorting algorithms – Comparison
- Stable Vs Unstable Sorts
- Searching elements in an un ordered array
- Searching elements in an ORDERED array
- Searching elements in an ORDERED array - contd.
- Inserting and Deleting items in an ORDERED array
- Sorting any type of object
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Linked Lists
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Stacks and Queues
-
Recursion
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Binary Search Trees
- The Tree Data structure
- Binary Trees
- Binary Search Trees
- Finding an item in a Binary Search Tree
- Implementing the find method
- Inserting an item in a Binary Search Tree
- Deleting an Item: Case 1
- Deleting an Item - Case 2
- Deleting an Item - Case 3
- Deleting an Item - Soft Delete
- Finding smallest & largest values
- Tree Traversal: In Order
- Tree Traversal: Pre Order
- Tree Traversal: Post Order
- Unbalanced Trees Vs Balanced Trees
- Height of a Binary Tree
- Time Complexity of Operations on Binary Search Trees
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More Sorting Algorithms
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Heaps
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Hashtables
About this
video
This course introduces some basic data structures (arrays, linked lists, stacks, queues, trees and heaps) and algorithms (various sorting algorithms, and algorithms for operations on binary search trees and heaps). We will also cover recursion in this course. Use of graphics and animations makes the lectures very easy to understand and digest. After taking this course, you will loose your fear for data structures and algorithms.
- Publication date:
- July 2017
- Publisher
- Packt
- Duration
- 5 hours 0 minutes
- ISBN
- 9781788628648