Description
Course Requirements
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Basic programming knowledge
Course Description
Master Time and Space Complexity Analysis with this comprehensive, step-by-step course designed for programmers, computer science students, and competitive coders. If you struggle with Big-O notation, algorithm efficiency, or complexity classes, this course will give you a strong foundation to analyze and optimize algorithms with confidence.
This course blends theory + practical examples, helping you understand how to evaluate algorithm performance in real-world coding scenarios. You’ll explore essential concepts like Big-O, Big-Theta, amortized analysis, recursion complexity, and the efficiency of common data structures and algorithms.
With well-structured lessons, engaging animations, clear explanations, quizzes, and downloadable resources, this course ensures a smooth and enjoyable learning experience.
What You Will Learn
This course covers everything you need to understand algorithm complexity thoroughly:
Fundamentals of Algorithm Analysis
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Basics of time and space complexity
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Why complexity analysis matters in coding, interviews, and system design
Complexity Notations Explained
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Big-O, Big-Ω (Omega), and Big-Θ (Theta)
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Best, average, and worst-case scenarios
Deep Dive Into Complexity Concepts
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Complexity hierarchy
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Complexity classes, including P vs NP
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Amortized time complexity explained
Practical Complexity Analysis
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How to analyze the time and space complexity of any algorithm
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Comparing algorithm efficiency
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Understanding recursion complexity
Real-World Use Cases
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Complexity analysis of:
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Searching algorithms
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Sorting algorithms
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Common data structure operations
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Popular coding interview problems
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Avoid Common Mistakes
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Misconceptions and errors developers often make while analyzing complexity
Who Should Enroll?
This course is ideal for:
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Programmers and software developers
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Computer Science and Engineering students
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Competitive programmers
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Self-taught coders aiming to improve problem-solving skills
Please Note: Files will be included in this purchase only Full Course Video & Course Resources. You will get cloud storage download link with life time download access.
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