Interpolation Courses and Certifications

Insights into Mathematics

Cubic Splines Using Calculus - Wild Linear Algebra

Construct cubic splines for smooth interpolation through finite points using Taylor coefficient vectors and Pascal-matrix transformations, with calculus developed from scratch.

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

Freya Holmér

Interpolation and Velocity - Math for Game Devs Part 4

Explore lerp, inverse lerp, remapping, Bézier curves, velocity, and rotations through game-development examples and assignment solutions.

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

Functional Programming in Scala Capstone

547 ratings at Coursera

Build a data-intensive Scala application on gigabytes of weather-station data: compute temperature averages and deviations, render map tiles with spatial and bilinear interpolation, and handle user interaction.

• Coursera
• 6 weeks, 5 hours a week
• Self-Paced
• Paid Course

Coursera

Crunch Spatial Stats

Maps alone can mislead: compute Global Moran's I, run IDW interpolation, and read semivariogram range, sill, and nugget on air-quality data.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

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

CG Cookie

How to Use Key Interpolation with Blender's Grease Pencil

Explore how different keyframe interpolation methods shape Grease Pencil motion, including where interpolation works and where it breaks down.

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

Freya Holmér

The Continuity of Splines

Explains how Bézier curves and other splines achieve positional, velocity, acceleration, and curvature continuity.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Joey Carlino

How to Use the Map Range Node - Blender Concepts

Learn to use Blender's Map Range node for color control, texture manipulation, and advanced shading techniques. Master interpolation, clamping, and multi-color setups to enhance your 3D projects.

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

Insights into Mathematics

Linear Algebra With Polynomials - Wild Linear Algebra A

See how polynomial spaces support interpolation and regression through linear algebra, including Vandermonde matrices and isomorphisms with vector spaces.

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

Freya Holmér

Math for Game Devs - Abstract Algebra, Procedural Animation & Splines

A game-development math lecture deriving interpolation and splines, then connecting complex numbers, geometric algebra, and quaternions to animation.

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

Insights into Mathematics

More Bases of Polynomial Spaces - Lecture 21

Explore advanced polynomial bases: Lagrange, Chebyshev, Bernstein, and Spread. Learn their properties, applications in approximation, and relationships, enhancing understanding of polynomial spaces in linear algebra.

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

Dave Churchill

Advanced Game Main Loop - Lecture 18

Explore advanced game main loop concepts, including simulation scaling, variable time steps, rendering decoupling, and multiple update loops for efficient game development.

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

NPTEL-NOC IITM

Introduction to the Finite Element Method: 2D Basis Functions

Explore 2D basis functions in finite element method. Learn key concepts and applications for advanced numerical analysis and engineering problem-solving.

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

Unity

Decal Material Volumes and Lit Full Shaders - New Alpha Features in Unity's Shader Graph

Explore Unity's latest Shader Graph alpha features including decal material volumes, lit full shaders, templates, and quality of life improvements with expert Ben Cloward.

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

CG Cookie

3D Animation with Keyframes in Blender - Blender 4.5 Basics Part 20

Master keyframe animation fundamentals in Blender 4.5, covering interpolation, dopesheet navigation, and curve editing to bring 3D objects to life with smooth motion.

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