Universiti Malaysia Perlis
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Computer Engineering 13
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Introduction 
1.1 History of Algorithms 
1.2 Definition, Structure and Properties of Algorithms 
1.3 Development of an Algorithm 
1.4 Data Structures and Algorithms 
1.5 Data Structure- Definition and Classification
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Introduction 
1.1 History of Algorithms 
1.2 Definition, Structure and Properties of Algorithms 
1.3 Development of an Algorithm 
1.4 Data Structures and Algorithms 
1.5 Data Structure- Definition and Classification
Analysis of Algorithms 
2.1. Efficiency of Algorithms 
2.2. Apriori Analysis 
2.3. Asymptotic Notations 
2.4. Time Complexity of an Algorithm using O (big-O) notation
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Analysis of Algorithms 
2.1. Efficiency of Algorithms 
2.2. Apriori Analysis 
2.3. Asymptotic Notations 
2.4. Time Complexity of an Algorithm using O (big-O) notation
Analysis of Algorithms 
2.5. Polynomial Vs Exponential Algorithms 
2.6. Average, Best, and Worst-Case Complexities 
2.7. Analyzing Recursive Programs
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Analysis of Algorithms 
2.5. Polynomial Vs Exponential Algorithms 
2.6. Average, Best, and Worst-Case Complexities 
2.7. Analyzing Recursive Programs
Arrays 
3.1. Introduction 
3.2. Array Operations 
3.3. Number of Elements in an Array 
3.4. Representation of Arrays in Memory 
3.5. Applications
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Arrays 
3.1. Introduction 
3.2. Array Operations 
3.3. Number of Elements in an Array 
3.4. Representation of Arrays in Memory 
3.5. Applications
Stacks 
4.1. Introduction 
4.2. Stack Operations 
4.3. Applications
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Stacks 
4.1. Introduction 
4.2. Stack Operations 
4.3. Applications
Queues 
5.1. Introduction 
5.2. Operation of Queues 
5.3. Circular Queues 
5.4. Other types of Queues 
5.5. Applications
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Queues 
5.1. Introduction 
5.2. Operation of Queues 
5.3. Circular Queues 
5.4. Other types of Queues 
5.5. Applications
Linked Lists 
6.1. Introduction 
6.2. Singly Linked Lists 
6.3. Circular Linked Lists 
6.4. Doubly Linked Lists 
6.5. Operations on Linked Stack and Linked Queue 
6.6. Dynamic Memory Management and Linked Stacks 
6.7. Implementation of Linked Representations 
6.8. Applications
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Universiti Malaysia Perlis•Data structures and Algorithm
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Linked Lists 
6.1. Introduction 
6.2. Singly Linked Lists 
6.3. Circular Linked Lists 
6.4. Doubly Linked Lists 
6.5. Operations on Linked Stack and Linked Queue 
6.6. Dynamic Memory Management and Linked Stacks 
6.7. Implementation of Linked Representations 
6.8. Applications
Linked Lists 
6.1. Introduction 
6.2. Singly Linked Lists 
6.3. Circular Linked Lists 
6.4. Doubly Linked Lists 
6.5. Operations on Linked Stack and Linked Queue 
6.6. Dynamic Memory Management and Linked Stacks 
6.7. Implementation of Linked Representations 
6.8. Applications
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Universiti Malaysia Perlis•Data structures and Algorithm
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Linked Lists 
6.1. Introduction 
6.2. Singly Linked Lists 
6.3. Circular Linked Lists 
6.4. Doubly Linked Lists 
6.5. Operations on Linked Stack and Linked Queue 
6.6. Dynamic Memory Management and Linked Stacks 
6.7. Implementation of Linked Representations 
6.8. Applications
Trees and Binary Trees 
7.1. Introduction 
7.2. Trees: Definition and Basic Terminologies 
7.3. Representation of Trees 
7.4. Binary Trees: Basic Terminologies and types 
7.5. Representation of Binary Tree 
7.6. Binary Tree Traversals 
7.7. Applications
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Universiti Malaysia Perlis•Data structures and Algorithm
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Trees and Binary Trees 
7.1. Introduction 
7.2. Trees: Definition and Basic Terminologies 
7.3. Representation of Trees 
7.4. Binary Trees: Basic Terminologies and types 
7.5. Representation of Binary Tree 
7.6. Binary Tree Traversals 
7.7. Applications
Graphs 
8.1. Introduction 
8.2. Definition and Basic Terminologies 
8.3. Representation of Graphs 
8.4. Graph Traversal 
8.5. Applications
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Universiti Malaysia Perlis•Data structures and Algorithm
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Graphs 
8.1. Introduction 
8.2. Definition and Basic Terminologies 
8.3. Representation of Graphs 
8.4. Graph Traversal 
8.5. Applications