Graph Theory Courses

NDC Conferences

Dungeons, Dragons, and Graph Databases

Explore graph databases through a D&D-inspired example, comparing relational and graph approaches for modeling dungeons, and learn to optimize data queries for adventurers.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Conference Talk

NDC Conferences

Desired State - How React, Kubernetes and Control Theory Have Lots in Common

Explore the common architectural principles behind React, Kubernetes, and other declarative tools, focusing on desired state reconciliation and its applications across various computing domains.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

Trevor Sullivan

Intro to OpenSource ArangoDB Document and Graph Database

Explore ArangoDB, an open-source database platform combining document and graph models. Learn about JSON storage, edge creation, and data visualization through its HTTP API and web interface.

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

Simons Institute

Parallel Batch-Dynamic Graph Representations

Explore efficient dynamic graph representations with Aspen and CPAM frameworks, enabling faster updates and space-efficient algorithms for practical applications like dynamic connectivity.

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

Fission

Indigitalization: Indigenous Computing Theory

Exploring Indigenous cultural knowledge as a framework for computing science, proposing an Indigenization approach to disrupt Western design principles and create more inclusive technologies.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Samuel Chan

PyTorch's Computational Graph and Torchviz Visualization Tutorial

Learn to build neural networks, understand PyTorch's computational graph, and visualize deep learning networks using PyTorchViz in this comprehensive tutorial.

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

IMSA

Eugenia Ellis, Universidad de la República- Algebraic KK-Theory and the KH-Isomorphism Conjecture

Explore the connection between Davis-Lück homology and equivariant algebraic kk-theory, examining the KH-isomorphism conjecture's assembly map through homotopy theory and adjointness theorems.

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

Hausdorff Center for Mathematics

The Eilenberg-Watts Theorem and Morita Theory for C*-Categories

Explore the Eilenberg-Watts theorem and Morita theory in the context of C*-categories, delving into advanced mathematical concepts and their applications in functional analysis.

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

Simons Institute

A Theory for Emergence of Complex Skills in Language Models

Explores statistical framework linking LLM cross-entropy loss to language skill competence, analyzing scaling laws' implications for efficient learning and emergence of complex abilities.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

NDC Conferences

The Grand Unified Theory of Clean Architecture and Test Pyramid

Explore a practical approach to combining Clean Architecture and Test Pyramid in software development, with insights applicable across technologies.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

IIT Kanpur;  NPTEL

Circuit Complexity Theory

Explore Boolean circuit complexity, proving upper and lower bounds on circuit resources. Delve into mathematical concepts, theorems, and advanced topics in theoretical computer science.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

IIT Kanpur;  AICTE

Introduction to Electromagnetic Theory in Hindi

वेक्टर कैलकुलस का उपयोग करके विद्युत चुंबकीय सिद्धांत की मूल अवधारणाओं का परिचय। गॉस के नियम, मैक्सवेल के समीकरण और विद्युत चुंबकीय तरंगों पर विशेष ध्यान।

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

IIIT-Delhi;  NPTEL

Optimisation for Machine Learning: Theory and Implementation (Hindi)

मशीन लर्निंग के लिए ऑप्टिमाइजेशन की नींव: सिद्धांत और कार्यान्वयन। लीनियर अल्जेब्रा, कैलकुलस, और प्रोग्रामिंग से शुरू करके, विभिन्न एल्गोरिदम और उनके अनुप्रयोगों को सीखें।

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

Marketing Analysis - Where Theory Meets Practice

Semrush's new Marketing Analysis course provides the foundational knowledge necessary to analyze any market and build a surefire marketing strategy.

• Semrush Academy
• 2 hours 11 minutes
• Self-Paced
• Free Online Course

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