Graph Algorithms Courses and Certifications

IEEE

Graph Algorithms and Coding - Session 4C

Explore advanced graph algorithms and coding techniques in this IEEE session, focusing on cutting-edge research and practical applications in computer science.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Simons Institute

Parallel Graph Algorithms

Explore efficient parallel computing techniques for graph problems, covering algorithms that leverage multiple processors to solve complex network analysis tasks faster.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Graph Algorithms

Learn how to use algorithms to explore graphs, compute shortest distance, min spanning tree, and connected components.

• edX
• 6 weeks, 8-10 hours/week
• Self-Paced
• Free Online Course (Audit)

Graph Algorithms in Genome Sequencing

Learn how graphs are used to assemble millions of pieces of DNA into a contiguous genome and use these genomes to construct a Tree of Life.

• edX
• 3 weeks, 8-10 hours/week
• Self-Paced
• Free Online Course (Audit)

Advanced Algorithms (Graph Algorithms) in Java

1354 ratings at Udemy

Breadth-First Search, Depth-First Search, Shortest Path, Arbitrage, Strongly Connected Components and Maximum Flow

• Udemy
• 12 hours 32 minutes
• Self-Paced
• Paid Course

Packt

Modern Graph Theory Algorithms with Python

Unlock graph theory's power to analyze complex data at scale using Python algorithms for network science, machine learning, and real-world problem-solving applications.

• Coursera
• 14 hours 22 minutes
• Self-Paced
• Paid Course

Packt

Advanced Algorithms, Dynamic Programming & Graph Algorithms

Master dynamic programming, graph algorithms, heaps, and bit manipulation to solve complex coding challenges and ace technical interviews with hands-on Leetcode-style practice.

• Coursera
• 22 hours
• Self-Paced
• Paid Course

Algorithmic Thinking (Part 1)

15 ratings

Explore algorithmic efficiency and graph theory, implementing key algorithms in Python to analyze real-world data sets. Develop problem-solving skills beyond specific programming languages.

• Coursera
• 12 hours
• Self-Paced
• Paid Course

Graph Algorithms for Technical Interviews - Full Course

Master graph algorithms for technical interviews, covering traversal techniques, path finding, component analysis, and problem-solving strategies with hands-on coding challenges.

• freeCodeCamp
• 2-3 hours
• Self-Paced
• Free Video

Graph Algorithms Crash Course (with Java)

Comprehensive Java tutorial on graph algorithms, covering implementation, traversals (DFS, BFS), and Dijkstra's algorithm with practical coding examples and visual explanations.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Pinecone

Graph-Based Approximate Nearest Neighbors and HNSW

Explore graph-based algorithms for efficient nearest neighbor search, focusing on HNSW. Learn advantages, construction, and practical applications in large-scale search solutions.

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

Google TechTalks

One Tree to Rule Them All: Polylogarithmic Universal Steiner Trees and Strong Sparse Partition Hierarchies

Explore polylogarithmic universal Steiner trees and strong sparse partition hierarchies. Learn about new constructions improving approximation guarantees and matching logarithmic lower bounds.

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

IEEE

Dynamic Graphs - Session 8B

Explore cutting-edge research on dynamic graph algorithms and their applications in computer science at this IEEE FOCS 2020 session.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

IEEE

Dynamic Graphs - Session 7B

Explore cutting-edge research on dynamic graph algorithms and their applications in computer science at this IEEE FOCS 2020 session.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

IEEE

Bipartite Matching in Nearly-linear Time on Moderately Dense Graphs

Discover efficient algorithms for bipartite matching in moderately dense graphs, exploring nearly-linear time solutions and their implications for graph theory and optimization.

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