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Introduction
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Agenda and Scope
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How to Succeed
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Pseudoclassical JavaScript
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Defining a Class
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Using a Class
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Exercise: Creating a Constructor
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Creating a Constructor Solution
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Stacks
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Stacks Interface
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Implementing a Stack
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Queues
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Exercise: Creating Stacks and Queues
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Creating Stacks and Queues Solution
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Why Recursion?
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Tracing Recursive Execution
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Template for a Recursive Function
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Looping
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Factorial with Loop
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Factorial with Recursion
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Exercise: Recursion Interview Questions
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Recursive Reverse Solution
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Recursive Multiplier Solution
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MinStack Solution
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Implementing a Queue with Two Stacks Solution
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Space vs. Time Complexity
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Calculating Time Complexity
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Understanding Big-O
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Calculating Big-O of JS Operations
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Calculating Big-O of Loops
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Exercise: Calculating Time Complexity
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Calculating Time Complexity Solution
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Bubble Sort
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Selection & Insertion Sort
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Exercise: Bubble, Insertion, and Selection Sort
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Bubble, Insertion, and Selection Sort Solution
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Merge Sort
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Pseudocoding the Merge Routine
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Pseudocoding Merge Sort
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Time Complexity for Merge Sort
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Quick Sort Overview
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Understanding the Quick Sort Partition
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Pseudocoding Quick Sort Part 1
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Pseudocoding Quick Sort Part 2
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Reviewing the Pseudocode
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Debugging the Quick Sort Algorithm
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Quick Sort Review Part 1
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Quick Sort Review Part 2
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Trees
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Implementing a Tree
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Review: Time Complexity
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Review: Elementary Sorting
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Review: Recursion
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Review: Merge Sort
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Review: Quick Sort Part 1
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Review: Quick Sort Part 2
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Review: Stacks & Queues
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Review: Trees Part 1
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Review: Trees Part 2
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Binary Search Tree Overview
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Exercise: Binary Search Trees
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Pseudocoding a Binary Search Tree
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BST Search Procedure
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BST Review & Scoping Discussion
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Pseudocoding the BST contains() Method
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Binary Search Tree Exercise Solution
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In-Order Traversal
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Pseudocoding In-Order Traversal Part 1
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Pseudocoding In-Order Traversal Part 2
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Pre-Order Traversal
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Post-Order Traversal
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Initial Time Complexity for a BST
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Deleting Min/Max Nodes
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BST Review
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Pseudocoding Min/Max Deletion
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Reviewing the Min/Max Pseudocode Part 1
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Reviewing the Min/Max Pseudocode Part 2
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Exercise: Deleting Single-Child Nodes
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Deleting BST Nodes Solution Part 1
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Deleting BST Nodes Solution Part 2
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Exercise: Deleting Two Children
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Deleting Two Children Solution
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Analysis of Time Complexity
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Graph Vocabulary & Representations
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Pseudocoding the Matrix Constructor
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Exercise: Implement a Graph
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Implement a Graph Solution
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Graph Traversing & Depth-First Search
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Pseudocoding DFS Part 1
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Pseudocoding DFS Part 2
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Pseudocoding BFS
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Breadth-First Search with a Graph Solution
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BFS Graph Stack Trace Part 1
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BFS Graph Stack Trace Part 2
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Depth-First Search with a Tree Solution
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Hash Tables
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Pseudocoding a Hashing Function
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Key Components of a Hash Table
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Pseudocoding set(), get(), & remove()
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Handling Collisions
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Exercise: Implementing a Hash Table
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Implementing a Hash Table Solution
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Next Steps