Graph Theory Courses and Certifications

Machine Learning with Graphs

Master graph-based machine learning techniques including Graph Neural Networks, PageRank, knowledge graphs, and network analysis for modeling complex social, technological, and biological systems.

• YouTube
• 1 day 8 minutes
• Self-Paced
• Free Video

Machine Learning with Graphs

Master graph neural networks, node embeddings, and network analysis through Stanford's comprehensive exploration of machine learning algorithms for large-scale social and information networks.

• YouTube
• 22 hours 23 minutes
• Self-Paced
• Free Video

Introduction to Technology-Assisted Decision-Making

15 ratings at Coursera

Formulate real decision problems as optimisation models and solve them with graph theory and linear programming, applying results to resource allocation, production planning, and scheduling.

• Coursera
• 2 weeks, 5 hours a week
• Self-Paced
• Paid Course

Discrete Mathematics

204 ratings at Coursera

Work through sets, functions, relations, partial orders, enumerative combinatorics, graph theory, and network flow and matchings while learning to read and construct rigorous proofs.

• Coursera
• 11 weeks, 4 hours a week
• Self-Paced
• Paid Course

Master Discrete Mathematics: Sets, Math Logic, and More

1591 ratings at Udemy

Master Discrete Mathematics: Learn and master all of Discrete Math - Logic, Set Theory, Combinatorics, Graph Theory, Etc

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

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

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Discrete Mathematics for Computer Science and Engineering

Learn to write formal proofs and work with sets, relations, functions, counting techniques, recurrence relations, graphs, trees, and basic algebraic structures such as groups and rings.

• Coursera
• 10 weeks, 4 hours a week
• Self-Paced
• Paid Course

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Introduction to Social Media Analytics

Model social media as networks: compute degree, betweenness and PageRank centralities, detect communities, simulate information diffusion, and build recommender and fake-news detection systems with NetworkX.

• Coursera
• 10 weeks, 5 hours a week
• Self-Paced
• Paid Course

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Introduction to Social Media Analytics

Model social media as networks: compute degree, betweenness and PageRank centrality, detect communities with Louvain, simulate diffusion, and build recommenders and fake-news detectors using NetworkX.

• Coursera
• 12 weeks, 5 hours a week
• Self-Paced
• Paid Course

VCE Further Mathematics: Exam Prep & Study Guide

Prepare for the VCE Further Mathematics exam through lessons covering statistics, financial mathematics, matrices, networks, geometry, trigonometry, and linear programming.

• Study.com
• 18 hours 8 minutes
• Self-Paced
• Paid Course

Remedial Contemporary Math

A remedial survey of mathematical reasoning, statistics, probability, voting, apportionment, and graph theory.

• Study.com
• 14 hours 8 minutes
• Self-Paced
• Paid Course

Contemporary Math Remediation

A quiz-based review of contemporary math, covering word problems, probability distributions, voting, apportionment, and graph theory.

• Study.com
• 14 hours 8 minutes
• Self-Paced
• Paid Course

Probabilistic Methods in Combinatorics

Graduate course on using random constructions and probabilistic inequalities to prove the existence and properties of combinatorial objects.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Telusko

Data Structures and Algorithms in Java - 2024

6 ratings

Master data structures and algorithms in Java through comprehensive coverage of fundamental concepts, sorting techniques, and advanced data structures.

• YouTube
• 4 hours 54 minutes
• Self-Paced
• Free Video

Convex Optimization I - 2023

Master convex optimization fundamentals and applications across engineering, finance, and machine learning through Stanford's comprehensive mathematical framework and solution techniques.

• YouTube
• 23 hours 44 minutes
• Self-Paced
• Free Video