Algorithm Analysis Courses and Certifications

Computer Science 101: Master the Theory Behind Programming

6068 ratings at Udemy

Computer Science 101: Learn Computer Science to become a better Programmer and Software Engineer.

• Udemy
• 11 hours 51 minutes
• On-Demand
• Paid Course

Algorithms and Data Structures in C#: Complete Tutorial

1951 ratings at Udemy

Learn data structures and algorithms in C# from A to Z. Pass coding interview. Learn unit testing and TDD in addition.

• Udemy
• 15 hours 40 minutes
• On-Demand
• Paid Course

Data Structures and Algorithms In C

1055 ratings at Udemy

Data Structures and Algorithms in C Using C DSA Data Structures Algorithms LeetCode C DSA C Data Structures Algorithms

• Udemy
• 10 hours
• On-Demand
• Paid Course

Data Structures and Algorithms In C#

998 ratings at Udemy

Data Structures and Algorithms in C# Using DSA C# Data Structures Algorithms DSA Leetcode C# Data Structures Algorithms

• Udemy
• 11 hours
• On-Demand
• Paid Course

Clemson University

Design and Analysis of Algorithms

Master fundamental algorithm design techniques, data structures, and analysis methods through comprehensive exploration of sorting, recursion, hashing, optimization, and graph algorithms.

• Coursera
• 3 days 16 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

Approximation Algorithms

32 ratings at Coursera

Explore efficient approximation techniques for NP-hard problems, learning to design and analyze algorithms that find near-optimal solutions with provable performance guarantees.

• Coursera
• 14 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Scrimba

Learn Algorithms: Merge Sort in JavaScript

Master merge sort with six implementations, enhancing problem-solving skills and algorithmic thinking for improved software design and development abilities.

• Coursera
• 1 hour 23 minutes
• On-Demand
• Free Online Course (Audit)

AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures

Explore advanced Java programming concepts including polymorphism, exceptions, and dynamic data structures. Master OOP strategies and algorithms for efficient coding.

• edX
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Chennai Mathematical Institute;  NPTEL

Design and analysis of algorithms

2 reviews

This course will cover basic concepts in the design and analysis of algorithms.

• Swayam
• 8 weeks, 2-3 hours a week
• On-Demand
• Free Online Course

NPTEL;  IIT Bombay

Design and Analysis of Algorithms

Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

Memorial University of Newfoundland

Data Structures and Algorithms

1 review

Explore advanced data structures and algorithms, including sorting techniques, tree traversals, graph theory, and hash tables. Enhance problem-solving skills for efficient programming.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Introduction to Algorithms and Analysis

1 review

Comprehensive exploration of algorithmic concepts, from sorting and analysis to advanced data structures and graph algorithms, emphasizing practical implementation and theoretical foundations.

• YouTube
• 1 day 5 hours
• On-Demand
• Free Video

NPTEL;  IIT Bombay

Design & Analysis of Algorithms

1 review

Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

Great Learning

Sensitivity Analysis - Types of Sensitivity Analysis

1 review

Explore sensitivity analysis techniques, applications, and practical demonstrations to enhance data-driven decision-making and assess variable impacts on outcomes in various domains.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Machine Learning and AI Foundations: Decision Trees with SPSS

Establish a strong foundation in ML by exploring the IBM SPSS Modeler and learning about CHAID and C&RT. This course is designed to help expand your data science skills.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available