✕ Clear filters
13,015 lessons

📐 ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

All ▶ YouTube 199,121📚 Coursera 18,144🎤 TED 1
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Label Propagation on Graphs
ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Label Propagation on Graphs
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Graph Neural Networks
ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Graph Neural Networks
Stanford Online Beginner 2y ago
Optimising Code - Computerphile
ML Fundamentals
Optimising Code - Computerphile
Computerphile Beginner 2y ago
Residual Error vs Irreducible Error in Linear Regression #deeplearning #machinelearning
ML Fundamentals
Residual Error vs Irreducible Error in Linear Regression #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Types Of Artificial Intelligence | Artificial Intelligence Explained | What is AI? | Edureka
ML Fundamentals
Types Of Artificial Intelligence | Artificial Intelligence Explained | What is AI? | Edureka
edureka! Beginner 2y ago
How prisms work (full video linked above)
ML Fundamentals
How prisms work (full video linked above)
3Blue1Brown Intermediate 2y ago
I'm still astounded this is true
ML Fundamentals
I'm still astounded this is true
3Blue1Brown Intermediate 2y ago
How to Move Toward Your DREAM LIFE #getpaidtolive
ML Fundamentals
How to Move Toward Your DREAM LIFE #getpaidtolive
Shaw Talebi Intermediate 2y ago
Five Factorizations of a Matrix
ML Fundamentals
Five Factorizations of a Matrix
MIT OpenCourseWare Beginner 2y ago
Breaking into machine learning is tough #artificialintelligence
ML Fundamentals
Breaking into machine learning is tough #artificialintelligence
Jean Lee Beginner 2y ago
Scaling MLOps for Computer Vision // MLOps Mini Summit Meetup #4
ML Fundamentals
Scaling MLOps for Computer Vision // MLOps Mini Summit Meetup #4
MLOps.community Advanced 2y ago
Spitting Out some of the Important facts about money nobody will talk about #startups
ML Fundamentals
Spitting Out some of the Important facts about money nobody will talk about #startups
Krish Naik Beginner 2y ago
Northeastern MS in Information Systems Informational Session 12/5/23
ML Fundamentals
Northeastern MS in Information Systems Informational Session 12/5/23
Coursera Beginner 2y ago
Don't let it fool you!
ML Fundamentals
Don't let it fool you!
3Blue1Brown Intermediate 2y ago
Ask About AI: Professor Chris Manning on Explainability in AI Models
ML Fundamentals
Ask About AI: Professor Chris Manning on Explainability in AI Models
Stanford Online Beginner 2y ago
Statistical Learning: 10.Py Document Classification and Recurrent Neural Networks I 2023
ML Fundamentals
Statistical Learning: 10.Py Document Classification and Recurrent Neural Networks I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 13.Py False Discovery Rate I 2023
ML Fundamentals
Statistical Learning: 13.Py False Discovery Rate I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 13.Py Multiple Testing I 2023
ML Fundamentals
Statistical Learning: 13.Py Multiple Testing I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 12.Py Application: NCI60 Data I 2023
ML Fundamentals
Statistical Learning: 12.Py Application: NCI60 Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 12.Py Clustering I 2023
ML Fundamentals
Statistical Learning: 12.Py Clustering I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 12.Py Principal Components I 2023
ML Fundamentals
Statistical Learning: 12.Py Principal Components I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 13.Py Multiple Testing and Resampling I 2023
ML Fundamentals
Statistical Learning: 13.Py Multiple Testing and Resampling I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 10.Py Multilayer Model: MNIST Digit Data I 2023
ML Fundamentals
Statistical Learning: 10.Py Multilayer Model: MNIST Digit Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 9.Py Support Vector Machines I 2023
ML Fundamentals
Statistical Learning: 9.Py Support Vector Machines I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 11.Py Cox Model: Brain Cancer Data I 2023
ML Fundamentals
Statistical Learning: 11.Py Cox Model: Brain Cancer Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 10.Py Convolutional Neural Network: CIFAR Image Data I 2023
ML Fundamentals
Statistical Learning: 10.Py Convolutional Neural Network: CIFAR Image Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 9.Py ROC Curves I 2023
ML Fundamentals
Statistical Learning: 9.Py ROC Curves I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 10.Py Single Layer Model: Hitters Data I 2023
ML Fundamentals
Statistical Learning: 10.Py Single Layer Model: Hitters Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 8.Py Tree-Based Methods I 2023
ML Fundamentals
Statistical Learning: 8.Py Tree-Based Methods I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 11.Py Cox Model: Publication Data I 2023
ML Fundamentals
Statistical Learning: 11.Py Cox Model: Publication Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 7.Py Splines I 2023
ML Fundamentals
Statistical Learning: 7.Py Splines I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 7.Py Polynomial Regressions and Step Functions I 2023
ML Fundamentals
Statistical Learning: 7.Py Polynomial Regressions and Step Functions I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 6.Py Ridge Regression and the Lasso I 2023
ML Fundamentals
Statistical Learning: 6.Py Ridge Regression and the Lasso I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 6.Py Stepwise Regression I 2023
ML Fundamentals
Statistical Learning: 6.Py Stepwise Regression I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 5.Py Bootstrap I 2023
ML Fundamentals
Statistical Learning: 5.Py Bootstrap I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 5.Py Cross-Validation I 2023
ML Fundamentals
Statistical Learning: 5.Py Cross-Validation I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 4.Py K-Nearest Neighbors (KNN) I 2023
ML Fundamentals
Statistical Learning: 4.Py K-Nearest Neighbors (KNN) I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 4.Py Linear Discriminant Analysis (LDA) I 2023
ML Fundamentals
Statistical Learning: 4.Py Linear Discriminant Analysis (LDA) I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 7.Py Generalized Additive Models (GAMs) I 2023
ML Fundamentals
Statistical Learning: 7.Py Generalized Additive Models (GAMs) I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 4.Py Logistic Regression I 2023
ML Fundamentals
Statistical Learning: 4.Py Logistic Regression I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 3.Py Interactions, Qualitative Predictors and Other Details I 2023
ML Fundamentals
Statistical Learning: 3.Py Interactions, Qualitative Predictors and Other Details I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 3.Py Multiple Linear Regression Package I 2023
ML Fundamentals
Statistical Learning: 3.Py Multiple Linear Regression Package I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 3.Py Linear Regression and statsmodels Package I 2023
ML Fundamentals
Statistical Learning: 3.Py Linear Regression and statsmodels Package I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 2.Py Indexing and Dataframes I 2023
ML Fundamentals
Statistical Learning: 2.Py Indexing and Dataframes I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 2.Py.3 Graphics I 2023
ML Fundamentals
Statistical Learning: 2.Py.3 Graphics I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 2.Py Data Types, Arrays, and Basics I 2023
ML Fundamentals
Statistical Learning: 2.Py Data Types, Arrays, and Basics I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 2.Py Setting Up Python I 2023
ML Fundamentals
Statistical Learning: 2.Py Setting Up Python I 2023
Stanford Online Beginner 2y ago
Statistical Learning I Introducing Jonathan - Third Edition of the Course I 2023
ML Fundamentals
Statistical Learning I Introducing Jonathan - Third Edition of the Course I 2023
Stanford Online Beginner 2y ago