Graph Theory Courses and Certifications

Deep Learning Intuition - Lecture 2

Explore deep learning intuition with Stanford experts, covering logistic regression, face verification, neural architectures, and advanced applications in computer vision and image processing.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Discover AI

Learn Graph Neural Networks - Code, Examples and Theory

Master Graph Neural Networks through hands-on coding, theory, and state-of-the-art libraries like PyTorch Geometric and DGL for deep learning on graph-structured data.

• YouTube
• 7 hours 49 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

Artificial Intelligence: Optimization Algorithms in Python

735 ratings at Udemy

Learn how to build optimization algorithms from the ground up!

• Udemy
• 6 hours 46 minutes
• Self-Paced
• Paid Course

70+ JavaScript Challenges: Data Structures & Algorithms

729 ratings at Udemy

Build better foundational skills as a developer by doing challenges and learning about data structures and algorithms

• Udemy
• 12 hours 28 minutes
• Self-Paced
• Paid Course

Zemax/OpticStudio Fundamentals (non-sequential mode)

726 ratings at Udemy

Complete Beginners Guide on How to Use Zemax/OpticStudio (non-sequential mode)

• Udemy
• 2 hours 48 minutes
• Self-Paced
• Paid Course

The Ultimate Excel VBA Arrays Course

725 ratings at Udemy

Learn To Manipulate Data Invisibly and At Lightning Speeds with Arrays!

• Udemy
• 3 hours 46 minutes
• Self-Paced
• Paid Course

NPTEL;  IIT Kharagpur

Artificial Intelligence

2 ratings

Comprehensive exploration of AI fundamentals, covering search algorithms, logic, planning, reasoning under uncertainty, and machine learning techniques like decision trees and neural networks.

• YouTube
• 1 day 4 hours
• Self-Paced
• Free Video

The Design and Analysis of Algorithm Masterclass

661 ratings at Udemy

Algorithm & Data Structures will help you to Crack Coding Interviews (C/C++Java/Python) Learn Algorithm Data Structures

• Udemy
• 12 hours 33 minutes
• Self-Paced
• Paid Course

Learn How to Craft Game Effects using Houdini & UE4

654 ratings at Udemy

A guide for experienced film vfx artists to start their journey into real time graphics.

• Udemy
• 46 minutes
• Self-Paced
• Free Online Course

Learn Graphs and Social Network Analytics Using Python

636 ratings at Udemy

This course is absolutely designed for beginners , graph enthusiast ready to analyze the world using graphs

• Udemy
• 6 hours 24 minutes
• Self-Paced
• Free Online Course

Applied Algebraic Topology Network

Optimal Topological Simplification of Surfaces

Algorithmes et résultats de complexité pour simplifier la topologie des surfaces de manière optimale, en utilisant des courbes et graphes les plus courts possible.

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

Instituto de Matemática Pura e Aplicada

Compactifying the Set of Sequences of Positive Real Numbers by Their Asymptotic Behavior and Its Applications to Graph Limits

Explore advanced mathematical concepts in discrete probability and statistics through lectures, minicourses, and collaborative sessions. Engage with researchers and delve into graph limits and network analysis.

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

Instituto de Matemática Pura e Aplicada

Ramsey Theory and Random Graphs - Lecture 4

Explore Ramsey Theory and Random Graphs in this advanced doctoral lecture, delving into complex mathematical concepts and their applications in graph theory.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

HyperComplex Seminar

Iterative Construction of Discrete Laplacians on 2D Square and Hexagonal Lattices

Explore iterative construction of discrete Laplacians on 2D square and hexagonal lattices using BTBB and other sequences. Compare methods and discover the exceptional nature of the BTBB sequence.

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