Algorithm Analysis Courses and Certifications

Computer Science 101: Master the Theory Behind Programming

6739 ratings at Udemy

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

• Udemy
• 11 hours 50 minutes
• Self-Paced
• Paid Course

Intro to Algorithms

6 ratings

This class will give you an introduction to the design and analysis of algorithms, enabling you to analyze networks and discover how individuals are connected.

• Udacity
• 16 hours
• Self-Paced
• Free Online Course

Machine Learning Introduction for Everyone

311 ratings at Coursera

Comprehensive introduction to machine learning concepts, applications, and techniques. Covers supervised/unsupervised learning, classification, regression, and model evaluation through hands-on labs and a final project.

• Coursera
• 6 hours 24 minutes
• Self-Paced
• Paid Course

JavaScript Data Structures & Algorithms + LEETCODE Exercises

3987 ratings at Udemy

DSA + LEETCODE for Coding Interviews — Clear, Step-by-Step Animated Walkthroughs!

• Udemy
• 9 hours 35 minutes
• Self-Paced
• Paid Course

Recommender Systems Capstone

30 ratings at Coursera

Comprehensive analysis and design project for recommender systems, applying algorithms and evaluation techniques to a case study. Produce a report documenting analysis, solution, and justification.

• Coursera
• 2 hours 56 minutes
• Self-Paced
• Paid Course

Data Structures and Algorithms Bootcamp

3220 ratings at Udemy

How to ace your Silicon Valley style coding interview

• Udemy
• 6 hours 36 minutes
• Self-Paced
• Paid Course

C++ Data Structures & Algorithms + LEETCODE Exercises

3116 ratings at Udemy

DSA + LEETCODE for Coding Interviews — Clear, Step-by-Step Animated Walkthroughs!

• Udemy
• 10 hours 26 minutes
• Self-Paced
• Paid Course

Identifying Patient Populations

40 ratings at Coursera

Learn computational phenotyping to identify patient populations using clinical data types, data manipulations, and algorithm selection. Develop skills to create algorithms for diseases like diabetes and hypertension.

• Coursera
• 13 hours 25 minutes
• Self-Paced
• Paid Course

Career Certificate

Discrete Mathematical Tools for Computer Science

Master discrete mathematics fundamentals for computer science: logic, counting, algorithms, recursion, and probability through rigorous problem-solving and proofs.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Data Structures and Algorithms: In Depth DSA using C#

2592 ratings at Udemy

Learn C# Data Structures, Algorithms (DSA) with Animated Examples, includes Dynamic Programming, Backtracking etc...

• Udemy
• 1 day 22 hours 28 minutes
• Self-Paced
• Paid Course

NPTEL;  IIT Bombay

Design & Analysis of Algorithms

2 ratings

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
• Self-Paced
• Free Video

Algorithms and Data Structures in C#: Complete Tutorial

2246 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
• 18 hours 29 minutes
• Self-Paced
• Paid Course

Data Structures and Algorithms: The Complete Bootcamp

2071 ratings at Udemy

Comprehensive Data Structures and Algorithms Guide: Learn, Visualize and Implement DSA Concepts from Basics to Advanced

• Udemy
• 20 hours 4 minutes
• Self-Paced
• Paid Course

Operations Research (4): Capstone Project

Embark on a capstone project applying mathematical optimization techniques to real-world business problems through hands-on OR study examples and methodology.

• Coursera
• 13 hours 3 minutes
• Self-Paced
• Paid Course

Neso Academy

Design and Analysis of Algorithms

1 rating

Master algorithmic principles, asymptotic analysis, and complexity evaluation through comprehensive coverage of Big O notation, recursive algorithms, and problem-solving techniques.

• YouTube
• 20 hours 25 minutes
• Self-Paced
• Free Video