Graph Theory Courses

Pragmatic AI Labs

K-Means Clustering - Theory, Algorithm, Implementation, Scaling

Comprehensive exploration of k-means clustering, covering theory, implementation, and scaling techniques. Includes hands-on demonstrations and practical applications using cloud computing resources.

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

Deep Dive into Microsoft Graph SDKs

Explore Microsoft Graph SDKs, including Kiota for SDK creation, .NET SDK deep dive, and generating SDKs for DataVerse. Learn to leverage these tools for efficient API integration in various programming languages.

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

Microsoft Graph - Introduction and Development Techniques

Explore Microsoft Graph's capabilities, from Graph Explorer to Toolkit, client-side tech, and .NET scenarios. Learn to build powerful apps with Microsoft 365 data and expert insights.

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

Microsoft Graph: From Explorer to Toolkit and Client-Side Development - Episode 4

Explore Microsoft Graph's capabilities, from Graph Explorer to the Graph Toolkit. Learn to integrate Graph in client-side and .NET applications for enhanced Microsoft 365 data access and functionality.

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

Getting Started with Microsoft Graph Toolkit - Ask the Expert

Discover Microsoft Graph Toolkit for simplified web-based productivity solutions. Learn its history, benefits, components, and future updates in this expert-led introduction for developers.

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

Exploring the Microsoft Graph SDK

Discover Microsoft Graph SDK: Unified access to Microsoft 365 data. Learn setup, demos, token handling, API usage for reading info and sending emails, request customization, and versioning insights.

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

Kevin Darrah

RGB 8x8x8 LED Cube Theory and Construction

Explore the theory behind building an 8x8x8 RGB LED cube, covering LED control, bit angle modulation, shift registers, and cube architecture in this comprehensive tutorial.

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

Open Data Science

Introducing Quine - A Streaming Graph for Modern Data Pipelines

Explore Quine: A streaming graph for modern data pipelines. Learn its inner workings, challenges faced during creation, and use cases illustrating its importance in data processing.

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

ChariotSolutions

AI: A Return to Meaning - From Theory-Driven to Data-Driven Approaches

Explore AI's evolution from theory-driven to data-driven approaches, examining Watson's development and the future of machine learning, reasoning, and natural language understanding.

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

3Blue1Brown

Group Theory, Abstraction, and the 196,883-Dimensional Monster

Explore group theory, abstraction, and the fascinating 196,883-dimensional monster group in this engaging introduction to mathematical symmetry and classification.

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

3Blue1Brown

Euler's Formula with Introductory Group Theory

Intuitive exploration of Euler's formula using group theory concepts, providing a fresh perspective on the relationship between exponentials, complex numbers, and rotations.

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

Paul Hand

Theory of GANs for Compressed Sensing

Explore the theory of GAN priors in compressed sensing, covering key concepts, proofs, and optimization problems. Gain insights into visual representation and set restricted eigen value conditions.

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

Brian McLogan

Graph Rational Functions - Rational Functions - Pre-Calculus

Learn to identify asymptotes and intercepts of rational functions, starting with reciprocal functions. Master graphing techniques and gain practical skills for analyzing complex mathematical relationships.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

HandleBar3D

Electra Wheel Design Theory - Finding Form in Space - Part 1

Explore 3D wheel design theory using Alias Autostudio Pro, focusing on volume creation, sketching techniques, and form development for automotive applications.

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

Color with Kurt

Color Theory Is a Piece of Cake

Explore the Munsell color system to enhance your understanding of color relationships, contrast, and balance in art, improving your digital color selection skills.

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