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Welcome to the Course!
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What & Why
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Measuring Algorithm Performance & Time Complexity
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Big O Notation
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Deriving the Time Complexity / Big O of an Algorithm
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Constant Time
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Using Big O For Algorithm Comparison
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Solution & A Gotcha
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Module Introduction
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The Fibonacci Problem
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The Fibonacci Solution
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Fibonacci Big O (Time Complexity)
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The "Is Prime" Problem
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The "Is Prime" Solution
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"Is Prime", Big O & Multiple Cases
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"Is Prime" - Improved Version
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Time to Practice (Problem)
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Time to Practice (Solution)
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Identifying Big O Quickly
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Is Power Of Two Algorithm
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Logarithmic Time Complexity
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Bitwise Operators & Power Of Two
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Again: Identifying Big O Quickly
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The Factorial Algorithm
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Module Introduction
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Recursion in Algorithms
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Exponential Time Complexity
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Quadratic Time Complexity vs Exponential Time Complexity
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What is "Dynamic Programming"?
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"Dynamic Programming" in Action
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The "Bottom Up" Approach
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Module Introduction
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Introducing Linear Search
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Linear Search in Action
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Linear Search Time Complexity
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Binary Search in Theory
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Binary Search in Action
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Binary Search Time Complexity
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Recursive Binary Search
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The Master Theorem
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Module Introduction
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Bubble Sort - Theory
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Bubble Sort in Action
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Bubble Sort Time Complexity
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Quicksort - Theory
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Quicksort in Action
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Quicksort Time Complexity
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Merge Sort - Theory
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Merge Sort in Action
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Merge Sort Time Complexity
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Summary
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Module Introduction
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Introducing Space Complexity
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Deriving Space Complexity
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Factorial Algorithm (Loop) - Space Complexity
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Factorial Algorithm (Recursive) - Space Complexity
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Linear Search - Space Complexity
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Binary Search - Space Complexity
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Bubble Sort - Space Complexity
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Quicksort - Space Complexity
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Merge Sort - Space Complexity
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Module Introduction
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An Introduction to Sets
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The Cartesian Product Algorithm
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Cartesian Product - Time Complexity
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The Cartesian Product Algorithm - Without Limits
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The Permutations Algorithms
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Permutations without Repetitions
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Understanding Permutations
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Permutations without Repetitions - Big O
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Permutations WITH Repetitions
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Module Introduction
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Solving Problems In A Structured Way
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Simplifying Problems
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Practice Makes Perfect!
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The Knapsack Problem (0/1)
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A Wrong Approach
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Approaching the Problem Differently
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A Working Knapsack Solution
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An Improved Knapsack Algorithm
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Greedy vs Dynamic Algorithms
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A Greedy Knapsack Algorithm
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A New Problem Solving Plan
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The Change Making Problem
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A Greedy Change Making Algorithm
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A Variation to the Change Making Problem
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Course Roundup