Graph Algorithms Courses and Certifications

Simons Institute

Sampling Multiple Edges Efficiently

Dive into efficient algorithms for sampling multiple edges in graphs, exploring innovative techniques and mathematical frameworks presented by MIT researcher Talya Eden.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

MUNI Seminar Series

The Traveling Salesman Problem - Package Deliveries, Pub Walks, and Astro Tours

Explore how modern algorithms solve the Traveling Salesman Problem, from Amazon deliveries to mapping 136 million stars, debunking computational complexity myths.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Career Certificate

Data Structures and Algorithms

16750 ratings at Coursera

Comprehensive exploration of algorithmic concepts through hands-on programming, covering data structures, graph algorithms, string manipulation, and advanced techniques. Emphasizes practical implementation and problem-solving skills.

• Coursera
• 20 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses

Career Certificate

Four-Week Coding Interview Prep in Python

1270 ratings at CodeSignal

Master Python coding interview skills through foundational exercises, classic problems, complex algorithms, and advanced data structures - from string manipulation to graph algorithms.

• CodeSignal
• 12 hours
• Self-Paced
• Free Certificate
• 4 courses

ACM SIGPLAN

Fast Client-Driven CFL-Reachability via Regularization-Based Graph Simplification

Discover MoYe, a regularization-based graph simplification technique that accelerates CFL-reachability analysis by pruning non-contributing edges for targeted optimization.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

CppCon

Graph Algorithms and Data Structures in C++20 - Lecture

Explore modern, composable graph algorithms and data structures in C++20. Learn to leverage concepts for systematic organization and discover an emerging proposal for a standard graph library.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Career Certificate

Build a Maze Solver in Python

227 ratings at Boot.dev

Master maze-solving algorithms while building an interactive GUI application in Python and Tkinter that generates and automatically solves randomized mazes through systematic problem-solving approaches.

• Boot.dev
• 10 hours
• Self-Paced
• Paid Course

Graph Search, Shortest Paths, and Data Structures

1998 ratings at Coursera

Explore data structures, graph algorithms, and their applications in computer science, from search techniques to social network analysis.

• Coursera
• 13 hours 32 minutes
• Self-Paced
• Paid Course

Algorithms on Graphs

2272 ratings at Coursera

Explore graph algorithms for optimal routes, network design, and social network analysis. Learn traversal techniques, shortest paths, and minimum spanning trees with real-world applications.

• Coursera
• 2 days 6 hours 37 minutes
• Self-Paced
• Paid Course

Career Certificate

Learn Data Structures and Algorithms 2 in Python

132 ratings at Boot.dev

Master advanced algorithms in Python, from Dijkstra's and A* Search to Dynamic Programming and Linear Programming. Enhance problem-solving skills and optimize code performance for complex computational challenges.

• Boot.dev
• 22 hours
• Self-Paced
• Paid Course

Career Certificate

Probabilistic Graphical Models

1549 ratings at Coursera

Explore probabilistic graphical models, a powerful framework for encoding complex probability distributions, with applications in machine learning, medical diagnosis, and more.

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

Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

1276 ratings at Coursera

The primary topics in this part of the specialization are: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal search trees).

• Coursera
• 14 hours 41 minutes
• Self-Paced
• Paid Course

Python Programming Toolbox

Build your knowledge of dates and times, regular expressions, and algorithms in Python!

• DataCamp
• 13 hours
• Self-Paced
• Free Trial Available

Career Certificate

Excel Level I: Fundamentals Course Online (Self-Paced)

Master Excel fundamentals including calculations, functions, graphs, formatting, and printing in this beginner-friendly workshop designed for those with limited experience.

• Noble Desktop
• Self-Paced
• $249.00

Career Certificate

Tableau Course Online (Self-Paced)

Master Tableau to create interactive visualizations, connect to datasets, analyze data, customize charts, graphs, and maps, and publish your work.

• Noble Desktop
• Self-Paced
• $499.00