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Mastering Algorithms For Problem Solving In Cpp

Mastering Algorithms for Problem Solving in C++

This course is about getting hands-on experience for solving Algorithms in C++.

Intermediate

96 Lessons

28h

Certificate of Completion

This course is about getting hands-on experience for solving Algorithms in C++.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

2 Assessments
107 Playgrounds
10 Quizzes

This course includes

2 Assessments
107 Playgrounds
10 Quizzes
Course Overview
What You'll Learn
Course Content

Course Overview

As a developer, mastering the concepts of algorithms and being proficient in implementing them is essential to improving problem-solving skills. This course aims to equip you with an in-depth understanding of algorithms and how they can be utilized for problem solving in C++. Starting with the basics, you'll gain a foundational understanding of what algorithms are, with topics ranging from simple multiplication algorithms to analyzing algorithms. Then, you’ll delve into more advanced topics like recursion,...Show More

What You'll Learn

A comprehensive understanding of algorithms and their applications in problem solving

Proficiency in implementing recursion and backtracking for complex tasks in C++

An understanding of applying memoization and dynamic programming concepts for efficient computation

Hands-on experience solving algorithmic challenges in C++

What You'll Learn

A comprehensive understanding of algorithms and their applications in problem solving

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Course Content

1

Getting Started

Introduction to the Course
2

Introduction to Algorithm

What is an Algorithm?Multiplication AlgorithmsCongressional ApportionmentDescribing AlgorithmsAnalyzing AlgorithmsQuiz: Introduction to Algorithm
3

Recursion

ReductionSimplify and DelegateTower of HanoiMerge-sortQuick-sortThe PatternRecursion TreesLinear-Time SelectionFast MultiplicationExponentiationChallenge: RecursionSolution: RecursionQuiz: Recursion
4

Backtracking

N QueensGame TreesSubset SumThe General PatternText Segmentation (Interpunctio Verborum)Longest Increasing Subsequence—Alternate AlgorithmOptimal Binary Search TreesChallenge: BacktrackingSolution: BacktrackingQuiz: Backtracking
5

Dynamic Programming

Fibonacci Numbers—Recursive ApproachFibonacci Numbers—Iterative ApproachText SegmentationLongest Increasing SubsequenceEdit DistanceSubset Sum-Dynamic ProgrammingOptimal Binary Search Trees-Dynamic ProgrammingDynamic Programming on TreesChallenge: Dynamic ProgrammingSolution: Dynamic ProgrammingQuiz: Dynamic Programming
6

Greedy Algorithms

7 Lessons

Prove Your Skills: A Five-Chapter Assessment

Assessment

7

Basic Graph Algorithms

9 Lessons

8

Depth-First Search

11 Lessons

9

Minimum Spanning Trees

8 Lessons

10

Shortest Paths

10 Lessons

11

All-Pairs Shortest Paths

9 Lessons

Pushing Your Limits: A Comprehensive Assessment

Assessment

12

Wrapping up

1 Lesson

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