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LinkedIn Learning

C# Algorithms

via LinkedIn Learning

Overview

Syllabus

Introduction
  • Improve your C# applications with efficient algorithms
  • What is an algorithm?
  • How to optimize an algorithm
  • Optimize an algorithm in C#
  • How to describe the time complexity of an algorithm
1. String Algorithms
  • Validate strings in C#
  • Normalize strings in C#
  • Parse and search strings in C#
  • Create algorithm-driven strings in C#
  • Challenge: Reverse each word
  • Solution: Reverse each word
2. Array Algorithms
  • Linear search arrays in C#
  • Binary search arrays in C#
  • Aggregate and filter arrays in C#
  • Reverse an array in C#
  • Challenge: Rotate an array
  • Solution: Rotate an array
3. Linked List Algorithms
  • What is a linked list?
  • Common linked list operations in C#
  • Linked list algorithms
  • Challenge: Delete Kth node from the end of the list
  • Solution: Delete Kth node from the end of the list
4. Queue and Stack Algorithms
  • What is a queue?
  • Standard queue operations in C#
  • Queue algorithms: Generate binary numbers
  • What is a stack?
  • Basic stack operations in C#
  • Stack algorithms: Theorizing an algorithm
  • Stack algorithms: Implementing next greater element
  • Stack algorithms: Matching parentheses
5. Algorithms for Hash-Based Structures
  • Hash-based structures in C#
  • Dictionary and HashSet operations in C#
  • Leverage the HashSet type in C# algorithms
  • Use the Dictionary type in C# algorithms
  • Challenge: Detect a cyclic linked list
  • Solution: Cyclic linked list
6. Tree Algorithms
  • What is a tree?
  • Create a binary search tree in C#
  • What are tree traversals?
  • Using recursion to implement tree traversals in C#
  • Challenge: Develop a search algorithm
  • Solution: Develop a search algorithm
Conclusion
  • Continue optimizing algorithms

Taught by

Kathryn Hodge

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4.7 rating at LinkedIn Learning based on 401 ratings

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