Graph Theory Courses and Certifications

Insights into Mathematics

Introduction to Topology in Mathematics History

1 rating

Explore topology's historical development, from Euler's polyhedron discoveries to Poincaré's insights. Learn about key concepts like Euler characteristic, Riemann surfaces, and surface classification in this mathematical journey.

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

NPTEL;  IIT Madras

Artificial Intelligence

1 rating

Explore artificial intelligence fundamentals, algorithms, and applications. Learn about search techniques, game theory, planning, expert systems, logic, and constraint satisfaction problems.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

NPTEL;  IIT Guwahati

Fundamentals of Artificial Intelligence

1 rating

Comprehensive exploration of AI concepts, from problem-solving and search algorithms to knowledge representation, reasoning, planning, decision-making, and various machine learning techniques.

• YouTube
• 1 day 1 hour
• Self-Paced
• Free Video

Social Network Analysis - Lab Exercises in R for Beginners

Master social network analysis through hands-on R programming exercises covering graph visualization, centrality measures, clustering, and network metrics using the iGraph package.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Mathematics for Computer Science - Spring 2024

Master discrete mathematics fundamentals including logic, graph theory, cryptography, and probability with proof techniques essential for computer science applications.

• YouTube
• 1 day 7 hours 40 minutes
• Self-Paced
• Free Video

Matrix Calculus for Machine Learning and Beyond - IAP 2023

Master matrix calculus for machine learning with MIT's comprehensive approach to derivatives in higher dimensions, optimization, and automatic differentiation techniques.

• YouTube
• 13 hours 55 minutes
• Self-Paced
• Free Video

Optical Flow in Computer Vision - Lecture 6

Learn about optical flow in computer vision, covering applications, optimization problems, Laplacians, and solutions, with practical examples and in-depth explanations.

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

Centre International de Rencontres Mathématiques

Descriptive Graph Combinatorics and Advanced Topics in Combinatorial Mathematics

Explore advanced mathematical topics through expert lectures on graph theory, random structures, algebraic combinatorics, and their applications in modern mathematics.

• YouTube
• 1 week 2 days 20 hours 33 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Numerical Analysis and Scientific Computing

Explore advanced computational methods, numerical algorithms, and mathematical modeling techniques for solving complex scientific problems across multiple disciplines.

• YouTube
• 1 week 2 days 23 hours 43 minutes
• Self-Paced
• Free Video

Math with Professor V

AP Calculus Unit 4 - Contextual Applications of Differentiation

Master real-world calculus applications including particle motion, related rates, L'Hospital's Rule, and optimization through step-by-step AP exam preparation.

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

AnalystPrep

FRM Part 1 - Book 4 - Valuation and Risk Models

Master Value at Risk, Black-Scholes-Merton model, and multi-factor risk metrics with detailed examples to strengthen your FRM Part 1 exam preparation.

• YouTube
• 3 hours 1 minute
• Self-Paced
• Free Video

AnalystPrep

SOA Exam FM - Financial Mathematics for Actuarial Exams

Master financial mathematics concepts essential for SOA Exam FM through comprehensive video lessons covering time value of money, annuities, loans, bonds, and advanced topics like duration and swaps.

• YouTube
• 7 hours 29 minutes
• Self-Paced
• Free Video

Harvard CMSA

Mathematics and Machine Learning Program - September 3 to November 1, 2024

Explore cutting-edge intersections of mathematics and AI through expert talks on theorem proving, neural networks, and automated mathematical discovery at Harvard CMSA.

• YouTube
• 2 days 18 hours 48 minutes
• Self-Paced
• Free Video

Eddie Woo

Further Calculus Skills - Integration by Substitution and Inverse Trigonometric Functions

Master advanced integration techniques including substitution methods, inverse trigonometric functions, and definite integral evaluation through comprehensive problem-solving.

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

Eddie Woo

Related Rates and Applications of Derivatives

Master calculus concepts through related rates, exponential growth/decay, and motion problems with practical applications like balloons, ladders, and shadows.

• YouTube
• 10 hours 37 minutes
• Self-Paced
• Free Video