Foundations

ML Fundamentals

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

12993
lessons
The Easy Trick to Understand any Data Science Formula
📐 ML Fundamentals
The Easy Trick to Understand any Data Science Formula
ritvikmath Beginner 2y ago
Reinforcement Learning through Human Feedback - EXPLAINED! | RLHF
📐 ML Fundamentals
Reinforcement Learning through Human Feedback - EXPLAINED! | RLHF
CodeEmporium Advanced 2y ago
#mlops #machinelearning #Union #Flyte
📐 ML Fundamentals
#mlops #machinelearning #Union #Flyte
MLOps.community Beginner 2y ago
Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training
📐 ML Fundamentals
Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training
Umar Jamil Beginner 2y ago
What is Deep Learning | Deep Learning Simplified | Deep Learning Tutorial
📐 ML Fundamentals
What is Deep Learning | Deep Learning Simplified | Deep Learning Tutorial
edureka! Beginner 2y ago
Making Data Scientists More Productive at Tala
📐 ML Fundamentals
Making Data Scientists More Productive at Tala
Outerbounds Beginner 2y ago
The split necklace puzzle (with a surprise topological solution)
📐 ML Fundamentals
The split necklace puzzle (with a surprise topological solution)
3Blue1Brown Intermediate 2y ago
Illinois Tech's MBA Program!
📐 ML Fundamentals
Illinois Tech's MBA Program!
Coursera Beginner 2y ago
Can We Learn Generative AI Without Knowing Machine Learning And Deep Learning?
📐 ML Fundamentals
Can We Learn Generative AI Without Knowing Machine Learning And Deep Learning?
Krish Naik Beginner 2y ago
Error correction is incredible
📐 ML Fundamentals
Error correction is incredible
3Blue1Brown Intermediate 2y ago
Principal Component Analysis (PCA) | Dimensionality Reduction Techniques  (2/5)
📐 ML Fundamentals
Principal Component Analysis (PCA) | Dimensionality Reduction Techniques (2/5)
DeepFindr Beginner 2y ago
Top 5 takeaways from Women in Machine Learning Symposium 2023
📐 ML Fundamentals
Top 5 takeaways from Women in Machine Learning Symposium 2023
TensorFlow Beginner 2y ago
ArjanCodes Q&A 2023 | Everything You Wanted to Know!
📐 ML Fundamentals
ArjanCodes Q&A 2023 | Everything You Wanted to Know!
ArjanCodes Beginner 2y ago
Why Parametric form is important in Linear Regression #machinelearning
📐 ML Fundamentals
Why Parametric form is important in Linear Regression #machinelearning
CodeEmporium Beginner 2y ago
Using AI To Train AI
📐 ML Fundamentals
Using AI To Train AI
Krish Naik Beginner 2y ago
How to start a career in marketing with the University of London
📐 ML Fundamentals
How to start a career in marketing with the University of London
Coursera Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Trustworthy Graph AI,  Rex Ying
📐 ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Trustworthy Graph AI, Rex Ying
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Geometric Graph Learning, Minkai Xu
📐 ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Geometric Graph Learning, Minkai Xu
Stanford Online Beginner 2y ago
Optimising Code - Computerphile
📐 ML Fundamentals
Optimising Code - Computerphile
Computerphile 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 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
The chessboard and coins puzzle
📐 ML Fundamentals
The chessboard and coins puzzle
3Blue1Brown Intermediate 2y ago
Prime spirals
📐 ML Fundamentals
Prime spirals
3Blue1Brown Intermediate 2y ago
The barber pole effect
📐 ML Fundamentals
The barber pole effect
3Blue1Brown Intermediate 2y ago
Seeing with sound
📐 ML Fundamentals
Seeing with sound
3Blue1Brown Intermediate 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Advanced Topics in GNNs
📐 ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Advanced Topics in GNNs
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I GNNs for Recommender Systems
📐 ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I GNNs for Recommender Systems
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Knowledge Graph Embeddings
📐 ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Knowledge Graph Embeddings
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Machine Learning with Heterogeneous Graphs
📐 ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Machine Learning with Heterogeneous Graphs
Stanford Online Beginner 2y ago
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
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
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
Don't let it fool you!
📐 ML Fundamentals
Don't let it fool you!
3Blue1Brown Intermediate 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
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
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
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
📚 Coursera Courses Opens on Coursera · Free to audit
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Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI
📚 Coursera Course ↗
Self-paced
Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI
Opens on Coursera ↗
Chatbots with Keras & NLP: Build & Evaluate
📚 Coursera Course ↗
Self-paced
Chatbots with Keras & NLP: Build & Evaluate
Opens on Coursera ↗
Optimize and Deploy Edge AI Models
📚 Coursera Course ↗
Self-paced
Optimize and Deploy Edge AI Models
Opens on Coursera ↗
Introduction to Data Science and scikit-learn in Python
📚 Coursera Course ↗
Self-paced
Introduction to Data Science and scikit-learn in Python
Opens on Coursera ↗
Integral Calculus & The Fundamental Theorem
📚 Coursera Course ↗
Self-paced
Integral Calculus & The Fundamental Theorem
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Credit Default Prediction with Python: Apply & Analyze
📚 Coursera Course ↗
Self-paced
Credit Default Prediction with Python: Apply & Analyze
Opens on Coursera ↗