Dot Product Courses and Certifications

Professor Leonard

Calculus 3 - Using the Dot Product

Explore vector operations, angles, projections, and applications in physics using dot product. Master key concepts for advanced vector analysis and problem-solving in multivariable calculus.

• YouTube
• 2 hours 29 minutes
• Self-Paced
• Free Video

Freya Holmér

Vectors and Dot Product - Math for Game Devs Part 1

Comprehensive exploration of vectors and dot product for game developers, covering essential concepts with practical examples and assignments to reinforce learning.

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

Wrath of Math

Geometric Definition of the Dot Product and Two-Dimensional Multiplication

Dive into the geometric foundations of dot products, from basic vector multiplication to advanced concepts in R^2, including component definitions, law of cosines, and applications in higher dimensions.

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

TabletClass Math

Finding the Angle Between Vectors Using the Dot Product

Learn how to calculate the angle between two vectors using the dot product formula in this concise tutorial for pre-calculus students.

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

GreeneMath.com

Unit Vectors I and J - Dot Product - Angle Between Vectors - Orthogonal Vectors

Learn essential vector concepts: unit vectors, dot product, angles between vectors, and orthogonality. Master calculations and applications through clear explanations and practical examples.

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

Insights into Mathematics

Geometry With a General Dot Product - WildTrig: Intro to Rational Trigonometry - N J Wildberger

Exploring advanced geometry using rational trigonometry and general dot products. Extends metrical geometry beyond chromogeometry, introducing new concepts of quadrance, perpendicularity, and spread.

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

Insights into Mathematics

Applications of the Dot Product to Planar Geometry - Part 2

Explore advanced applications of dot product in planar geometry, including linear functionals, point-normal form of lines, vector projections, isometries, and rotations.

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

Insights into Mathematics

Applications of the Dot Product to Planar Geometry - Part 1

Explore how the dot product shapes planar Euclidean geometry, introducing linear functionals, normal vectors for lines, and geometric projections in linear algebra.

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

CoA Physics

Physics 4A - Dot Product Worksheet Exercises

Enhance problem-solving skills with dot product exercises in vector algebra, focusing on practical applications and conceptual understanding.

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

Institute for Advanced Study

Dot-Product Proofs for Circuit Satisfiability and Cryptographic Systems

Delve into probabilistic proof systems and dot-product proofs, exploring their applications in circuit satisfiability, MAX-LIN approximation, and cryptographic verification complexity.

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

Introduction to Linear Algebra for Machine Learning

Master essential linear algebra concepts and operations needed for machine learning, from vectors and matrices to determinants and linear dependency, with hands-on Python implementation.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Vector and Matrix Operations with NumPy

Master essential vector and matrix operations in NumPy, from basic arithmetic to advanced techniques like matrix inversion, while building practical linear algebra skills for data manipulation.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Content-Based Recommendation Systems using JS

Master content-based recommendation systems using JavaScript, from basic item profiling to advanced factorization machines for personalized recommendations.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate

Vector and Matrix Operations with R

Master essential vector and matrix operations in R including addition, subtraction, multiplication, and inversion through hands-on linear algebra practice.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Linear Algebra: Orthogonality and Diagonalization

48 ratings at Coursera

Explore orthogonality, diagonalization, and symmetric matrices, gaining skills applicable to AI and machine learning. Develop a strong foundation for advanced studies in data science and mathematics.

• Coursera
• 9 hours 15 minutes
• Self-Paced
• Paid Course