Foundations

ML Fundamentals

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

3801
lessons
Stanford XCS224U: NLU I Contextual Word Representations, Part 5: BERT I Spring 2023
📐 ML Fundamentals
Stanford XCS224U: NLU I Contextual Word Representations, Part 5: BERT I Spring 2023
Stanford Online Intermediate 2y ago
Stanford XCS224U: NLU I Contextual Word Representations, Part 3: Positional Encoding I Spring 2023
📐 ML Fundamentals
Stanford XCS224U: NLU I Contextual Word Representations, Part 3: Positional Encoding I Spring 2023
Stanford Online Intermediate 2y ago
BentoML Tutorial: Build Production Grade AI Applications
📐 ML Fundamentals
BentoML Tutorial: Build Production Grade AI Applications
Krish Naik Intermediate 2y ago
Position Encodings (Natural Language Processing at UT Austin)
📐 ML Fundamentals
Position Encodings (Natural Language Processing at UT Austin)
Greg Durrett Intermediate 2y ago
The Tripolar Nuclear Paradox
📐 ML Fundamentals
The Tripolar Nuclear Paradox
ritvikmath Intermediate 2y ago
Leveraging ML Inference for Generative AI on AWS - AWS ML Heroes in 15
📐 ML Fundamentals
Leveraging ML Inference for Generative AI on AWS - AWS ML Heroes in 15
AWS Developers Intermediate 2y ago
Why is the Formula for F1-Score Unnecessarily Complicated?
📐 ML Fundamentals
Why is the Formula for F1-Score Unnecessarily Complicated?
ritvikmath Intermediate 2y ago
Income Prediction Machine Learning Project in Python
📐 ML Fundamentals
Income Prediction Machine Learning Project in Python
NeuralNine Intermediate 2y ago
Analytics in 15: What's New with Amazon EMR
📐 ML Fundamentals
Analytics in 15: What's New with Amazon EMR
AWS Developers Intermediate 2y ago
88% of employers agree that a Professional Certificate strengthens a candidate’s application.
📐 ML Fundamentals
88% of employers agree that a Professional Certificate strengthens a candidate’s application.
Coursera Intermediate 2y ago
19. Cholesterol Biosynthesis 1
📐 ML Fundamentals
19. Cholesterol Biosynthesis 1
MIT OpenCourseWare Intermediate 2y ago
Build your own Stable Doodle: Sketch to Image
📐 ML Fundamentals
Build your own Stable Doodle: Sketch to Image
Abhishek Thakur Intermediate 2y ago
#35 AI for Good Specialization [Course 1, Week 3, Lesson 1]
📐 ML Fundamentals
#35 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#34 AI for Good Specialization [Course 1, Week 3, Lesson 1]
📐 ML Fundamentals
#34 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
Course: Machine Learning for Business Decision Optimization
📐 ML Fundamentals
Course: Machine Learning for Business Decision Optimization
Weights & Biases Intermediate 2y ago
Greg Michaelson   AutoML as it should have always been | JupyterCon 2023
📐 ML Fundamentals
Greg Michaelson AutoML as it should have always been | JupyterCon 2023
JupyterCon Intermediate 2y ago
Emilien Schultz   How to convince French HSS researchers to use Jupyter Notebooks ?
📐 ML Fundamentals
Emilien Schultz How to convince French HSS researchers to use Jupyter Notebooks ?
JupyterCon Intermediate 2y ago
A physicist edited this video #physics  #datascience #curiosity
📐 ML Fundamentals
A physicist edited this video #physics #datascience #curiosity
Shaw Talebi Intermediate 2y ago
MSc in Major Programme Management: Student Views
📐 ML Fundamentals
MSc in Major Programme Management: Student Views
Saïd Business School, University of Oxford Intermediate 2y ago
Mike's Cube Code - Computerphile
📐 ML Fundamentals
Mike's Cube Code - Computerphile
Computerphile Intermediate 2y ago
Day in the life of an Oxford Strategic Leadership Programme - May 2023
📐 ML Fundamentals
Day in the life of an Oxford Strategic Leadership Programme - May 2023
Saïd Business School, University of Oxford Intermediate 2y ago
Modern Machine Learning Apps with Streamlit - No HTML, CSS, JS
📐 ML Fundamentals
Modern Machine Learning Apps with Streamlit - No HTML, CSS, JS
NeuralNine Intermediate 2y ago
Quantum Computing in Reality (Pt3: Beyond the Hype) - Computerphile
📐 ML Fundamentals
Quantum Computing in Reality (Pt3: Beyond the Hype) - Computerphile
Computerphile Intermediate 2y ago
Using Synthetic Data for Machine Learning & AI in Python
📐 ML Fundamentals
Using Synthetic Data for Machine Learning & AI in Python
DataCamp Intermediate 2y ago
Deploy Open Source AI Models within Minutes using Deep Infra
📐 ML Fundamentals
Deploy Open Source AI Models within Minutes using Deep Infra
AI Anytime Intermediate 2y ago
This pattern breaks, but for a good reason | Moser's circle problem
📐 ML Fundamentals
This pattern breaks, but for a good reason | Moser's circle problem
3Blue1Brown Intermediate 2y ago
Lessons from Spending $675.92 to Talk to Top Data Scientists on Upwork #freelance #datascience
📐 ML Fundamentals
Lessons from Spending $675.92 to Talk to Top Data Scientists on Upwork #freelance #datascience
Shaw Talebi Intermediate 2y ago
🔴 LIVE 🔴 MATRIX FACTORIZATION TECHNIQUES FOR RECOMMENDER SYSTEMS
📐 ML Fundamentals
🔴 LIVE 🔴 MATRIX FACTORIZATION TECHNIQUES FOR RECOMMENDER SYSTEMS
Aladdin Persson Intermediate 2y ago
Stanford XCS224U: NLU I Contextual Word Representations, Part 1: Guiding Ideas I Spring 2023
📐 ML Fundamentals
Stanford XCS224U: NLU I Contextual Word Representations, Part 1: Guiding Ideas I Spring 2023
Stanford Online Intermediate 2y ago
Stanford CS229 I Basic concepts in RL, Value iteration, Policy iteration I 2022 I Lecture 17
📐 ML Fundamentals
Stanford CS229 I Basic concepts in RL, Value iteration, Policy iteration I 2022 I Lecture 17
Stanford Online Intermediate 2y ago
Stanford CS229 I K-Means, GMM (non EM), Expectation Maximization I 2022 I Lecture 12
📐 ML Fundamentals
Stanford CS229 I K-Means, GMM (non EM), Expectation Maximization I 2022 I Lecture 12
Stanford Online Intermediate 2y ago
Stanford CS229 I Weighted Least Squares, Logistic regression, Newton's Method I 2022 I Lecture 3
📐 ML Fundamentals
Stanford CS229 I Weighted Least Squares, Logistic regression, Newton's Method I 2022 I Lecture 3
Stanford Online Intermediate 2y ago
I couldn't solve this puzzle, so I built an AI that could
📐 ML Fundamentals
I couldn't solve this puzzle, so I built an AI that could
ritvikmath Intermediate 2y ago
Gerencia de Producto: Qué es y por qué es importante en Latino América
📐 ML Fundamentals
Gerencia de Producto: Qué es y por qué es importante en Latino América
Stanford Online Intermediate 2y ago
Deliver high-performance ML models faster with MLOps tools
📐 ML Fundamentals
Deliver high-performance ML models faster with MLOps tools
AWS Developers Intermediate 2y ago
#33 AI for Good Specialization [Course 1, Week 3, Lesson 1]
📐 ML Fundamentals
#33 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#32 AI for Good Specialization [Course 1, Week 3, Lesson 1]
📐 ML Fundamentals
#32 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#31 AI for Good Specialization [Course 1, Week 3, Lesson 1]
📐 ML Fundamentals
#31 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#30 AI for Good Specialization [Course 1, Week 3, Lesson 1]
📐 ML Fundamentals
#30 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#29 AI for Good Specialization [Course 1, Week 3, Lesson 1]
📐 ML Fundamentals
#29 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#18 AI for Good Specialization [Course 1, Week 2, Lesson 1]
📐 ML Fundamentals
#18 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Intermediate 2y ago
#16 AI for Good Specialization [Course 1, Week 2, Lesson 1]
📐 ML Fundamentals
#16 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Intermediate 2y ago
Giuseppe Angelo Porcelli   Boost productivity with generative AI and scalable development using Jupy
📐 ML Fundamentals
Giuseppe Angelo Porcelli Boost productivity with generative AI and scalable development using Jupy
JupyterCon Intermediate 2y ago
Thomas Dupriez   Flexible course management and validation system using Jupyterhub with additional s
📐 ML Fundamentals
Thomas Dupriez Flexible course management and validation system using Jupyterhub with additional s
JupyterCon Intermediate 2y ago
Joe Lucas   Post exploitation in Jupyter Environments | JupyterCon 2023
📐 ML Fundamentals
Joe Lucas Post exploitation in Jupyter Environments | JupyterCon 2023
JupyterCon Intermediate 2y ago
Why do we use "e" in the Sigmoid?
📐 ML Fundamentals
Why do we use "e" in the Sigmoid?
ritvikmath Intermediate 2y ago
Webinar: Impact Investing - The next trillion
📐 ML Fundamentals
Webinar: Impact Investing - The next trillion
Saïd Business School, University of Oxford Intermediate 2y ago
A Journey from Beginner to Advanced ML Builder with SageMaker Studio Lab- AWS Machine Learning in 15
📐 ML Fundamentals
A Journey from Beginner to Advanced ML Builder with SageMaker Studio Lab- AWS Machine Learning in 15
AWS Developers Intermediate 2y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Programming Generative AI: Unit 1
📚 Coursera Course ↗
Self-paced
Programming Generative AI: Unit 1
Opens on Coursera ↗
Interpretable Machine Learning Applications: Part 4
📚 Coursera Course ↗
Self-paced
Interpretable Machine Learning Applications: Part 4
Opens on Coursera ↗
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español
📚 Coursera Course ↗
Self-paced
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español
Opens on Coursera ↗
Cyber Security: Application of AI
📚 Coursera Course ↗
Self-paced
Cyber Security: Application of AI
Opens on Coursera ↗
Analyze Data Science Concepts Using R
📚 Coursera Course ↗
Self-paced
Analyze Data Science Concepts Using R
Opens on Coursera ↗
AWS Certified AI Practitioner
📚 Coursera Course ↗
Self-paced
AWS Certified AI Practitioner
Opens on Coursera ↗