Foundations

Mathematical Foundations

Linear algebra, calculus, probability, statistics and optimisation — the maths behind ML

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Maths for ML
beginner
Multiply matrices and compute dot products
Probability & Statistics
beginner
Calculate conditional probability and Bayes' theorem
Optimisation
intermediate
Implement gradient descent from scratch
Information Theory
intermediate
Calculate Shannon entropy and cross-entropy loss
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Understanding Prioritization In Digital Transformation
Mathematical Foundations
Understanding Prioritization In Digital Transformation
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Colorful Cubes - Quant Interview Question
Mathematical Foundations
Colorful Cubes - Quant Interview Question
Quant Questions IO Beginner 1y ago
Different Types of Events in Probability #probability #datascience #probabilitywithav #learnwithav
Mathematical Foundations
Different Types of Events in Probability #probability #datascience #probabilitywithav #learnwithav
Analytics Vidhya Beginner 1y ago
What is Probability? #probability #probabilitywithav #learnwithav #datascience
Mathematical Foundations
What is Probability? #probability #probabilitywithav #learnwithav #datascience
Analytics Vidhya Beginner 1y ago
What is Vertical Equity?
Mathematical Foundations
What is Vertical Equity?
Marketing Business Network Beginner 2y ago
How to Learn Machine Learning in 2024 (7 step roadmap)
Mathematical Foundations
How to Learn Machine Learning in 2024 (7 step roadmap)
Infinite Codes Beginner 2y ago
Beyond Joins and Indexes | POSETTE 2024
Mathematical Foundations
Beyond Joins and Indexes | POSETTE 2024
Microsoft Developer Beginner 2y ago
Unleashing the Power of Machine Learning: How Big Tech Solves Real-World Problems
Mathematical Foundations ⚡ AI Lesson
Unleashing the Power of Machine Learning: How Big Tech Solves Real-World Problems
Lucidate Beginner 2y ago
Boost Your Page Speed: Image Optimization Strategies
Mathematical Foundations
Boost Your Page Speed: Image Optimization Strategies
Rank Math SEO Beginner 2y ago
10 Essential Machine Learning algorithms for 2025 in 17 minutes - A Visualisation & Intuition
Mathematical Foundations
10 Essential Machine Learning algorithms for 2025 in 17 minutes - A Visualisation & Intuition
Lucidate Beginner 2y ago
How to Choose WordPress Theme for Speed Optimization
Mathematical Foundations
How to Choose WordPress Theme for Speed Optimization
Rank Math SEO Beginner 2y ago
You can help reverse the overdose epidemic
Mathematical Foundations
You can help reverse the overdose epidemic
Vox Beginner 2y ago
CVPR 2024 Paper: ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models (Tian et al.)
Mathematical Foundations
CVPR 2024 Paper: ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models (Tian et al.)
anucvml Beginner 2y ago
Linear Algebra Course – Mathematics for Machine Learning and Generative AI
Mathematical Foundations ⚡ AI Lesson
Linear Algebra Course – Mathematics for Machine Learning and Generative AI
freeCodeCamp.org Beginner 2y ago
Informer: Time series Transformer - EXPLAINED!
Mathematical Foundations ⚡ AI Lesson
Informer: Time series Transformer - EXPLAINED!
CodeEmporium Beginner 2y ago
How I’d learn Machine Learning & AI in 2024 (if I could start over) -- 7-step Roadmap
Mathematical Foundations
How I’d learn Machine Learning & AI in 2024 (if I could start over) -- 7-step Roadmap
Infinite Codes Beginner 2y ago
Blow past benchmarks using vector search and RAG with Elasticsearch | BRKFP291
Mathematical Foundations
Blow past benchmarks using vector search and RAG with Elasticsearch | BRKFP291
Microsoft Developer Beginner 2y ago
Quantum Computing Course – Math and Theory for Beginners
Mathematical Foundations ⚡ AI Lesson
Quantum Computing Course – Math and Theory for Beginners
freeCodeCamp.org Beginner 2y ago
Stanford CS236: Deep Generative Models I 2023 I Lecture 1 - Introduction
Mathematical Foundations
Stanford CS236: Deep Generative Models I 2023 I Lecture 1 - Introduction
Stanford Online Beginner 2y ago
AI NOW : Box-Plot in Statistics explained In-Depth using Practical Use-Cases
Mathematical Foundations
AI NOW : Box-Plot in Statistics explained In-Depth using Practical Use-Cases
Talent Catalyst AI Beginner 2y ago
Allen Downey | Probably Overthinking It | Talks at Google
Mathematical Foundations
Allen Downey | Probably Overthinking It | Talks at Google
Talks at Google Beginner 2y ago
How to PRIORITIZE IDEAS in Meetings Fast (The Impact Effort Matrix)
Mathematical Foundations
How to PRIORITIZE IDEAS in Meetings Fast (The Impact Effort Matrix)
AJ&Smart Beginner 2y ago
Introduction to R, Part I: Interface and Data Structures
Mathematical Foundations
Introduction to R, Part I: Interface and Data Structures
MIT OpenCourseWare Beginner 2y ago
AI NOW : Normal Distribution Explained In-Depth using of Real-Time Use-Case (By Talent Catalyst AI)
Mathematical Foundations
AI NOW : Normal Distribution Explained In-Depth using of Real-Time Use-Case (By Talent Catalyst AI)
Talent Catalyst AI Beginner 2y ago
Easy animations for your website (LottieFiles Crash Course)
Mathematical Foundations ⚡ AI Lesson
Easy animations for your website (LottieFiles Crash Course)
Flux Academy Beginner 2y ago
LinkedIn Power Play: Optimizing Your Profile to Attract Employers and Recruiters
Mathematical Foundations
LinkedIn Power Play: Optimizing Your Profile to Attract Employers and Recruiters
JudgeGroup Beginner 2y ago
Create and Name Matrices | Simple R Programming Tutorial
Mathematical Foundations ⚡ AI Lesson
Create and Name Matrices | Simple R Programming Tutorial
DataCamp Beginner 2y ago
How to Subset Matrices | Step by Step R Programming Tutorial
Mathematical Foundations ⚡ AI Lesson
How to Subset Matrices | Step by Step R Programming Tutorial
DataCamp Beginner 2y ago
Pivoting is hard and this is how I REALLY feel.
Mathematical Foundations
Pivoting is hard and this is how I REALLY feel.
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Amazon Q Demos in 6 minutes
Mathematical Foundations
Amazon Q Demos in 6 minutes
My experiences on the IT "Battlefield" Beginner 2y ago
DECILES FOR GROUP DATA(BASIC STAT) GRADE 7
Mathematical Foundations
DECILES FOR GROUP DATA(BASIC STAT) GRADE 7
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Introduction to Maxima and Minima | GATE DA | GATE 2025 Live Classes | GeeksforGeeks Noida Classroom
Mathematical Foundations
Introduction to Maxima and Minima | GATE DA | GATE 2025 Live Classes | GeeksforGeeks Noida Classroom
GeeksforGeeks Beginner 2y ago
Genetic Algorithms in Python - Evolution For Optimization
Mathematical Foundations ⚡ AI Lesson
Genetic Algorithms in Python - Evolution For Optimization
NeuralNine Beginner 2y ago
What is a Vector Database?
Mathematical Foundations ⚡ AI Lesson
What is a Vector Database?
Weights & Biases Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 18
Mathematical Foundations
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 18
Stanford Online Beginner 2y ago
Your Guide to Winning Products and Store Optimization
Mathematical Foundations
Your Guide to Winning Products and Store Optimization
Oberlo Beginner 2y ago
Start Small and Have Low Expectations l Grant Sanderson @3blue1brown
Mathematical Foundations ⚡ AI Lesson
Start Small and Have Low Expectations l Grant Sanderson @3blue1brown
Dwarkesh Patel Beginner 2y ago
How Diffusion Models Work? #diffusionwithav #learnwithav #generativeai #genai #diffusion
Mathematical Foundations ⚡ AI Lesson
How Diffusion Models Work? #diffusionwithav #learnwithav #generativeai #genai #diffusion
Analytics Vidhya Beginner 2y ago
Deep Learning Course for Beginners
Mathematical Foundations ⚡ AI Lesson
Deep Learning Course for Beginners
freeCodeCamp.org Beginner 2y ago
Data Science Essentials – Crash Course in A/B Testing with Case Study
Mathematical Foundations ⚡ AI Lesson
Data Science Essentials – Crash Course in A/B Testing with Case Study
freeCodeCamp.org Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 17
Mathematical Foundations
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 17
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 16
Mathematical Foundations
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 16
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 15
Mathematical Foundations
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 15
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 14
Mathematical Foundations ⚡ AI Lesson
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 14
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 13
Mathematical Foundations ⚡ AI Lesson
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 13
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 12
Mathematical Foundations ⚡ AI Lesson
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 12
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 11
Mathematical Foundations ⚡ AI Lesson
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 11
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 10
Mathematical Foundations
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 10
Stanford Online Beginner 2y ago
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Machine Learning: Clustering & Retrieval
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Machine Learning: Clustering & Retrieval
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Engineering Probability and Statistics Part 2
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Engineering Probability and Statistics Part 2
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FortiManager Administrator
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FortiManager Administrator
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Optimize AI: Build Fast Efficient Pipelines
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Optimize AI: Build Fast Efficient Pipelines
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Data Science as a Field
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Data Science as a Field
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Financial Statistics and Quantitative Analysis
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Financial Statistics and Quantitative Analysis
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