Matrix Multiplication Concept Explained

Machine Learning Studio · Beginner ·🔢 Mathematical Foundations ·3y ago

Skills: LLM Foundations53%ML Maths Basics53%Maths for ML53%

About this lesson

In this video, I give a recap of matrix multiplication, and cover a few linear algebra concepts involving vectors and matrices along the way, such as Transpose, Dot Product. In the next video, I will explain the attention mechanism. Link to next video for Self-Attention using Scaled-Dot-Product Attention: https://youtu.be/1IKrHh2X0F0

Original Description

In this video, I give a recap of matrix multiplication, and cover a few linear algebra concepts involving vectors and matrices along the way, such as Transpose, Dot Product. In the next video, I will explain the attention mechanism. Link to next video for Self-Attention using Scaled-Dot-Product Attention: https://youtu.be/1IKrHh2X0F0

Watch on YouTube ↗ (saves to browser)

Sign in to unlock AI tutor explanation · ⚡30

More on: LLM Foundations

View skill →

Getting Started with Vertex AI Gemini 1.5 Flash

I TRAINED AN AI TO SOLVE 2+2 (w/ Live Coding)

I TRAINED AN AI TO SOLVE 2+2 (w/ Live Coding)

How to use the ChatGPT API with Python!!

How to use the ChatGPT API with Python!!

Nicholas Renotte

Gemini 2.5: Create an interactive plot of economic data

Gemini 2.5: Create an interactive plot of economic data

Google DeepMind

LangChain Chatbots: Building a Personalized AI Assistant

LangChain Chatbots: Building a Personalized AI Assistant

Analytics Vidhya

Auto-generating meeting notes with Python

Auto-generating meeting notes with Python

Related AI Lessons

Super Mario is mathier than you think

Super Mario's world is full of mathematical concepts, making it a great example of how math is used in real-world problem-solving

MIT Technology Review

A Geometry Puzzle With 3 Circles

Solve a geometry puzzle involving 3 circles using mathematical reasoning and visualization techniques

Medium · Data Science

The Consecutive Integers Divisibility Trick

Learn the Consecutive Integers Divisibility Trick to simplify difficult proofs in mathematics and programming

Medium · Programming

The Mayans Invented Zero Before Most of the World — Here Is Their Number System in Python

Learn about the Mayan number system and its implementation in Python, highlighting the importance of zero in their base-20 system

Medium · Python

How to Open OSM Files (OpenStreetMap Data)

File Extension Geeks