Dot Product Courses and Certifications

Linear Algebra: Orthogonality and Diagonalization

46 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
• On-Demand
• Paid Course

Linear Algebra I: Vectors and Linear Equations

5 ratings at edX

This course provides an overview of bachelor-level linear algebra. You will review all the concepts and practice and refresh the skills related to vectors and linear equations.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Vectors for Math and Calculus: A Complete & Practical Course

78 ratings at Udemy

Learn the fundamentals of 2D and 3D Vectors for Math and Calculus through hands-on practice and engaging visuals.

• Udemy
• 4 hours 6 minutes
• On-Demand
• Paid Course

Packt

Essential Concepts of Vector Databases

Dive into vector databases, from fundamental concepts to practical implementation with Chroma and Pinecone. Master similarity searches, LLM integration, and modern data management techniques.

• Coursera
• 8 hours
• On-Demand
• Paid Course

Packt Microcredential

Game Math Foundations - Unity 6 Compatible

Master essential mathematical concepts for Unity 6 game development, from bitwise operations to advanced vector math and affine transformations through hands-on exercises.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Coursera Microcredential

Vector DB Foundations, Embeddings & Search Algorithms

Master vector databases, embeddings, and semantic search algorithms to build advanced retrieval systems and multimodal search applications with hands-on Python projects.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course

Packt

Vectors and Intersections in Game Development

Master vector mathematics and intersection techniques to create realistic game mechanics, collision detection, and physics simulations in Unity.

• Coursera
• 8 hours 56 minutes
• On-Demand
• Paid Course

Coursera

Measure Vector Similarity

Master cosine similarity, dot-product, and Euclidean distance through hands-on Python implementation and real-world benchmarking for ML applications.

• Coursera
• 1 hour 49 minutes
• On-Demand
• Paid Course

Krista King

Vector Calculus - Introduction to Vectors, Vector Functions, and Vector Fields

Master vector calculus from 3D geometry through advanced theorems including dot/cross products, line integrals, Green's theorem, and surface integrals in this comprehensive playlist.

• YouTube
• 12 hours 10 minutes
• On-Demand
• Free Video

Math with Professor V

Calculus 3 - Multivariable Calculus Video Lectures

Master multivariable calculus through comprehensive video lectures covering vectors, partial derivatives, multiple integrals, and vector calculus theorems.

• YouTube
• 1 day 19 hours 21 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video

3Blue1Brown

Essence of Linear Algebra

Discover linear algebra fundamentals through stunning visual explanations covering vectors, transformations, matrices, eigenvalues, and geometric interpretations.

• YouTube
• 3 hours 1 minute
• On-Demand
• Free Video

Law of Conservation of Energy in Higher Dimensions - Fundamentals of Physics

Explore conservation of energy in higher dimensions, covering calculus concepts, work in 2D, conservative forces, and applications to gravitational potential energy.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Insights into Mathematics

The Relativistic Dot Product - Wild Linear Algebra B

Explore the relativistic dot product in Einstein's Special Relativity, comparing it to the Euclidean dot product and examining its applications in geometry and physics.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Discover AI

Phase Transitions in Dot-Product Attention Layer Learning - New AI Discovery

Explore groundbreaking research on phase transitions in LLM attention mechanisms, revealing key insights into semantic learning and potential breakthroughs in AI model efficiency.

• YouTube
• 12 minutes
• On-Demand
• Free Video