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Week - 1
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Algorithm Concept: Algorithm Definition, Algorithm Criteria, Criteria Determining Algorithm Efficiency; Algorithm Types: Purposes of Algorithm Types. |
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Week - 2
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Data Structure: The Concept of Data Structure, Classification of Data Structures; Simple Data Types: Properties of Simple Data Types; Complex Data Structures: Properties of Complex Data Structures. |
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Week - 3
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Computer Programs and Algorithms: The Relationship Between Program Design Process and Algorithm; Algorithm Design: Everyday Language, Pseudocode, Flow Chart, Converting Algorithm Expression to Other Formats. |
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Week - 4
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Decision Structures: Purpose of Decision Structures, If (if) Structure, If-else Structure, Switch Structure; Loops: Loop Usage Purpose, for Structure, while Structure, do-while Structure, Skipping Loop Step, Loop Termination. |
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Week - 5
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Midterm Exam Question Solution - 1 |
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Week - 6
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Midterm Exam Question Solution - 2 |
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Week - 7
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Midterm |
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Week - 8
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Algorithm Analysis: The Concept of Algorithm Analysis, Time Complexity, Area Complexity, Algorithm Best, Worst and Average Cases; Asymptotic Notation: The Concept of Asymptotic Notation, Determining the Asymptotic Representation of an Algorithm Given Time Complexity. |
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Week - 9
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Sorting Algorithms: Sorting Algorithms, Sorting Algorithms Runtimes; Search Algorithms: Sequential Search, Binary Search, Search Algorithms Runtimes. |
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Week - 10
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List Structures: Basic Functions of List Structures, Differences Between List Types, List Basic Operations; Tree Structures: Basic Functions and Components of Tree Structures, Differences Between Tree Types, Woodworking. |
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Week - 11
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Machine Learning Algorithms: Ability to Classify, Sample, Explain Machine Learning Evaluation Metrics; Genetic Algorithms: Basic Steps of a Genetic Algorithm, Areas where Genetic Algorithms are Used; Cryptographic Algorithms: Ability to Explain the Concept of a Cryptographic Algorithm, Types and Differences of Cryptographic Algorithms. |
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Week - 12
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Final Exam Question Solution - 1 |
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Week - 13
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Final Exam Question Solution - 2 |
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Week - 14
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Final Exam |
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