Graph Algorithms Courses and Certifications

Amazing Graph Algorithms : Coding in Java,JavaScript, Python

58 ratings at Udemy

Graph Data Structure, DFS, BFS, Minimum Spanning Tree, Shortest Path, Network Flow, Strongly Connected Components

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

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
• On-Demand
• 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
• On-Demand
• Free Video

Advanced Algorithms (Graph Algorithms) in Java

1351 ratings at Udemy

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

• Udemy
• 12 hours 32 minutes
• On-Demand
• Paid Course

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 a week
• On-Demand
• 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 a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Paid Course

Algorithmic Thinking (Part 1)

15 reviews

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Graph Theory Algorithms

2075 ratings at Udemy

A complete overview of graph theory algorithms in computer science and mathematics.

• Udemy
• 9 hours 3 minutes
• On-Demand
• Paid Course

Simons Institute

Graph Data Structures - Part 2

Explore advanced graph data structures and optimization techniques for designing efficient algorithms in this in-depth lecture by Thatchaphol Saranurak.

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

Simons Institute

Graph Data Structures - Part 1

Explore fundamental graph data structures and their applications in algorithmic optimization, presented by a leading expert from the University of Michigan.

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