Vectors Courses and Certifications

Mathemaniac

Exponentiating Vectors, Derivatives, and Vector Fields - Mathematical Concepts Explained

An intuitive account of how exponentiating vectors, derivatives, and vector fields connects translations with flows.

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

Linear Algebra I: Linear Equations

28 ratings at edX

This course takes you through the first three weeks of MATH 1554, Linear Algebra, as taught in the School of Mathematics at The Georgia Institute of Technology.

• edX
• 3 weeks, 5-6 hours a week
• Self-Paced
• Free Online Course (Audit)

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

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
• Self-Paced
• Free Video

Eddie Woo

Introduction to Complex Numbers

Discover the power of complex numbers, from imaginary units to polar forms, unlocking mathematical realities through geometric interpretations and elegant identities.

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

Neso Academy

C++ Programming - Complete Course from Basics to Object-Oriented Programming

Master C++ programming from fundamentals to advanced OOP concepts including classes, vectors, functions, and file I/O through comprehensive hands-on tutorials.

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

AI Engineer

When Vectors Break Down - Graph-Based RAG for Dense Enterprise Knowledge

Discover how graph-based RAG architecture achieves 86.31% accuracy on enterprise knowledge bases, outperforming traditional vector approaches with sub-second response times.

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

Automotive Security Research Group

Remotely Hacking Cars Through OBD-II Bluetooth Dongles - Security Vulnerabilities and Attack Vectors

Delve into automotive cybersecurity vulnerabilities through OBD-II Bluetooth dongles, exploring attack vectors, firmware exploitation, and remote car control techniques with security experts.

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

Physics with Professor Matt Anderson

Adding Vectors Example - M3-10

Master vector addition through a practical example of calculating distance traveled using North, West, and South directions in a real-world scenario.

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

ByteGrad

URL-Smart Search With Next.js and MongoDB - Autocomplete, RAG, Vectors, Fuzzy Search

Master advanced search functionality with Next.js & MongoDB, covering URL state management, RAG implementation, vector embeddings, fuzzy search, and autocomplete features.

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

James Briggs

Intro to Dense Vectors for NLP and Vision

An introduction to dense vectors for NLP and vision, with Python examples of sentence embeddings, question answering, and image-text matching.

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

James Briggs

All You Need to Know on Multilingual Sentence Vectors - 1 Model, 50+ Languages

Learn to build multilingual sentence transformers by transferring knowledge across languages with parallel data and knowledge distillation.

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

Tokenized AI by Christian Heidorn

From Pixels to Vectors - Enhance Your Midjourney Images

Turn Midjourney images into scalable vector artwork with Tracejourney, then see how the designs look in product mockups.

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

Graham Neubig

Neural Nets for NLP 2021 - Distributional Semantics and Word Vectors

Explore how words are represented through context, from count-based and predictive methods to evaluating, visualizing, and refining word embeddings.

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

Black Hat

Tomorrow’s News is Today’s Intel - Journalists as Targets and Compromise Vectors

Explore how journalists become targets for cyber attacks and compromise vectors, examining the intersection of cybersecurity, journalism, and intelligence gathering.

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