Interpolation Courses and Certifications

Freya Holmér

Math for Game Developers 2022

Master essential mathematical concepts for game development including vectors, matrices, trigonometry, interpolation, and procedural animation techniques.

• YouTube
• 1 day 10 hours 6 minutes
• Self-Paced
• Free Video

ArcGIS Tutorials for Beginners

6 ratings

This tutorial series will help you through the different tasks of image processing in ArcGis.

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

Institute for Advanced Study

Interpolation in Learning - Steps Towards Understanding When Overparameterization Is Harmless, When It Helps, and When It Causes Harm

Explore overparameterization in machine learning, its benefits, potential harm, and the double descent phenomenon. Gain insights into interpolation regimes and matrix intuition.

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

Simons Institute

The Interpolation Phase Transition in Neural Networks - Memorization and Generalization Lazy Training

Explores overparametrization in neural networks, focusing on two-layer models in the neural tangent regime. Analyzes interpolation, optimization landscape, and generalization error under specific data assumptions.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

CG Cookie

How to Use Key Interpolation with Blender's Grease Pencil

Explore key interpolation in Blender's Grease Pencil for smooth animation transitions. Learn techniques for realistic object movement between keyframes in this 39-minute tutorial.

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

IMSA

Interpolation for Polynomials in Two Variables

1 rating

Explore advanced polynomial interpolation techniques in two variables, covering dimension counts, Picard groups, and conjectures like Segre's and Nagata's. Delve into cones, extremal rays, and the A-Conjecture.

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

Unsupervised Video Interpolation Using Cycle Consistency

Explore cutting-edge unsupervised video interpolation techniques using cycle consistency, including implementation, constraints, and experimental results for improved frame generation.

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

Fields Institute

Commutant Lifting and Nevanlinna-Pick Interpolation in Several Variables

Explore advanced topics in complex analysis, including commutant lifting and Nevanlinna-Pick interpolation across multiple variables, with applications in function spaces and operator theory.

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

Hausdorff Center for Mathematics

Motivic Eisenstein Cohomology, P-Adic Interpolation and Applications

Explore motivic Eisenstein classes, p-adic interpolation, and their applications in arithmetic, including explicit reciprocity law for Rankin-convolutions.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Interpolation Categories for Finite Linear Groups

Exploration of representation stability for complex representations of finite linear groups, focusing on interpolation categories and their applications in algebraic geometry.

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

BIMSA

Interpolation Categories for Conformal Embeddings

Delve into the diagrammatic description of module categories from conformal inclusions and the construction of continuous tensor category families at non-integer levels, with focus on (sl(N), N) ⊂ (so(N^2−1), 1).

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Inside Livermore Lab

Interpolation-Based Immersed Finite Element and Isogeometric Analysis

Discover a novel approach to immersed finite element analysis that dramatically reduces implementation complexity through interpolation-based methods for structural mechanics and fluid dynamics.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Applied Algebraic Topology Network

Diffeomorphic Interpolation for Persistence-Based Topological Optimization

Discover how diffeomorphic interpolation enhances topological optimization in data analysis, focusing on efficient methods for processing large-scale point clouds with improved gradient computation techniques.

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

Hausdorff Center for Mathematics

Connections Between Minimal Norm Interpolation and Local Theory of Banach Spaces

Explores statistical performance of minimum norm interpolators in non-linear regression, focusing on 2-uniformly convex norms and cotype 2 property. Analyzes bias and variance using tools from Banach space theory.

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

Institute for Pure & Applied Mathematics (IPAM)

Construction of Interpolation Symmetric Functions from q-Hahn Integrable Models

Explore q-Hahn integrable models and their connection to quantum loop sl2 algebra, leading to a new family of symmetric functions generalizing Macdonald functions with unique properties.

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