Foundations

ML Fundamentals

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

3814
lessons
#41 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
📐 ML Fundamentals
#41 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI Intermediate 3y ago
#40 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
📐 ML Fundamentals
#40 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI Intermediate 3y ago
Just In Time (JIT) Compilers - Computerphile
📐 ML Fundamentals
Just In Time (JIT) Compilers - Computerphile
Computerphile Intermediate 3y ago
Fastest way to initialize a List in Python? (comparison of 3 options)
📐 ML Fundamentals
Fastest way to initialize a List in Python? (comparison of 3 options)
Patrick Loeber Intermediate 3y ago
What’s in a candle flame?
📐 ML Fundamentals
What’s in a candle flame?
Veritasium Intermediate 3y ago
Stanford CS229M - Lecture 14: Neural Tangent Kernel, Implicit regularization of gradient descent
📐 ML Fundamentals
Stanford CS229M - Lecture 14: Neural Tangent Kernel, Implicit regularization of gradient descent
Stanford Online Intermediate 3y ago
How to Assemble a Deep Learning Machine - Full Process | Part 2
📐 ML Fundamentals
How to Assemble a Deep Learning Machine - Full Process | Part 2
Aleksa Gordić - The AI Epiphany Intermediate 3y ago
Engineering Production NLP Systems at T-Mobile - 600
📐 ML Fundamentals
Engineering Production NLP Systems at T-Mobile - 600
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
Fireside Chat #7: How to Build an Enterprise Machine Learning Platform from Scratch
📐 ML Fundamentals
Fireside Chat #7: How to Build an Enterprise Machine Learning Platform from Scratch
Outerbounds Intermediate 3y ago
Access to space: who, what, when and why?
📐 ML Fundamentals
Access to space: who, what, when and why?
Saïd Business School, University of Oxford Intermediate 3y ago
Legged Robots - Computerphile
📐 ML Fundamentals
Legged Robots - Computerphile
Computerphile Intermediate 3y ago
Leadership 2050: Andrew White and Toto Wolff
📐 ML Fundamentals
Leadership 2050: Andrew White and Toto Wolff
Saïd Business School, University of Oxford Intermediate 3y ago
Top 10 Python One Liners YOU MUST KNOW!
📐 ML Fundamentals
Top 10 Python One Liners YOU MUST KNOW!
Patrick Loeber Intermediate 3y ago
The RS-232 protocol
📐 ML Fundamentals
The RS-232 protocol
Ben Eater Intermediate 3y ago
The 3 factors that Determine the success of ML projects
📐 ML Fundamentals
The 3 factors that Determine the success of ML projects
Outerbounds Intermediate 3y ago
Accelerate deep learning model development with cloud custom environments - AWS Online Tech Talks
📐 ML Fundamentals
Accelerate deep learning model development with cloud custom environments - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Role of Optimization in Machine Learning & Deep Learning | DataHour | Analytics Vidhya
📐 ML Fundamentals
Role of Optimization in Machine Learning & Deep Learning | DataHour | Analytics Vidhya
Analytics Vidhya Intermediate 3y ago
Train & deploy your deep learning models with Kubeflow integrated with Amazon SageMaker
📐 ML Fundamentals
Train & deploy your deep learning models with Kubeflow integrated with Amazon SageMaker
AWS Developers Intermediate 3y ago
Need All Your Help To Test NeuroLabs Coding Platform  Today At 6pm
📐 ML Fundamentals
Need All Your Help To Test NeuroLabs Coding Platform Today At 6pm
Krish Naik Intermediate 3y ago
Transforming Lives | Data Science Immersive Bootcamp
📐 ML Fundamentals
Transforming Lives | Data Science Immersive Bootcamp
Analytics Vidhya Intermediate 3y ago
#39 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
📐 ML Fundamentals
#39 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI Intermediate 3y ago
#38 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
📐 ML Fundamentals
#38 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI Intermediate 3y ago
#37 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
📐 ML Fundamentals
#37 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI Intermediate 3y ago
#36 Machine Learning Specialization [Course 1, Week 3, Lesson 3]
📐 ML Fundamentals
#36 Machine Learning Specialization [Course 1, Week 3, Lesson 3]
DeepLearningAI Intermediate 3y ago
#30 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
📐 ML Fundamentals
#30 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Intermediate 3y ago
#29 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
📐 ML Fundamentals
#29 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Intermediate 3y ago
#28 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
📐 ML Fundamentals
#28 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Intermediate 3y ago
#27 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
📐 ML Fundamentals
#27 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Intermediate 3y ago
#26 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
📐 ML Fundamentals
#26 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Intermediate 3y ago
#25 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
📐 ML Fundamentals
#25 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Intermediate 3y ago
#24 Machine Learning Specialization [Course 1, Week 2, Lesson 1]
📐 ML Fundamentals
#24 Machine Learning Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Intermediate 3y ago
How to Build a Real-World AI Project Portfolio
📐 ML Fundamentals
How to Build a Real-World AI Project Portfolio
DeepLearningAI Intermediate 3y ago
Branching out of the Notebook: ML Application Development with GitHub
📐 ML Fundamentals
Branching out of the Notebook: ML Application Development with GitHub
DeepLearningAI Intermediate 3y ago
Leadership 2050: Andrew White and Jessica Long
📐 ML Fundamentals
Leadership 2050: Andrew White and Jessica Long
Saïd Business School, University of Oxford Intermediate 3y ago
Network Time Protocol (NTP) - Computerphile
📐 ML Fundamentals
Network Time Protocol (NTP) - Computerphile
Computerphile Intermediate 3y ago
Is the premise of data-centric AI flawed?
📐 ML Fundamentals
Is the premise of data-centric AI flawed?
Outerbounds Intermediate 3y ago
The 4 main tasks in the production ML lifecycle
📐 ML Fundamentals
The 4 main tasks in the production ML lifecycle
Outerbounds Intermediate 3y ago
What even is a 10x ML engineer?
📐 ML Fundamentals
What even is a 10x ML engineer?
Outerbounds Intermediate 3y ago
Why data scientists love and hate notebooks: velocity and validation
📐 ML Fundamentals
Why data scientists love and hate notebooks: velocity and validation
Outerbounds Intermediate 3y ago
ML engineering vs traditional software engineering: similarities and differences
📐 ML Fundamentals
ML engineering vs traditional software engineering: similarities and differences
Outerbounds Intermediate 3y ago
Easily connect your ML models to data lakes using Amazon SageMaker Studio - AWs Online Tech Talk
📐 ML Fundamentals
Easily connect your ML models to data lakes using Amazon SageMaker Studio - AWs Online Tech Talk
AWS Developers Intermediate 3y ago
Markov Decision Processes - Computerphile
📐 ML Fundamentals
Markov Decision Processes - Computerphile
Computerphile Intermediate 3y ago
Smart Manufacturing Episode #3: How Machine Learning and IIoT Improve OEE - AWS Online Tech Talks
📐 ML Fundamentals
Smart Manufacturing Episode #3: How Machine Learning and IIoT Improve OEE - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Oxford Executive Diplomas: Virtual Open Event
📐 ML Fundamentals
Oxford Executive Diplomas: Virtual Open Event
Saïd Business School, University of Oxford Intermediate 3y ago
Making Sense of Health Data with Amazon HealthLake - AWS Online Tech Talks
📐 ML Fundamentals
Making Sense of Health Data with Amazon HealthLake - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Uses of Information Theory - Computerphile
📐 ML Fundamentals
Uses of Information Theory - Computerphile
Computerphile Intermediate 3y ago
Oxford Private Equity Programme
📐 ML Fundamentals
Oxford Private Equity Programme
Saïd Business School, University of Oxford Intermediate 3y ago
Oxford Real Estate Programme
📐 ML Fundamentals
Oxford Real Estate Programme
Saïd Business School, University of Oxford Intermediate 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Microsoft Azure - Basics
📚 Coursera Course ↗
Self-paced
Microsoft Azure - Basics
Opens on Coursera ↗
Creative AI: Sound, Music and Interaction
📚 Coursera Course ↗
Self-paced
Creative AI: Sound, Music and Interaction
Opens on Coursera ↗
Fundamentos de IA Aplicados ao CRM
📚 Coursera Course ↗
Self-paced
Fundamentos de IA Aplicados ao CRM
Opens on Coursera ↗
Processamento Neural de Linguagem Natural em Português I
📚 Coursera Course ↗
Self-paced
Processamento Neural de Linguagem Natural em Português I
Opens on Coursera ↗
Machine Learning for Smart Beta
📚 Coursera Course ↗
Self-paced
Machine Learning for Smart Beta
Opens on Coursera ↗
Introduction to Generative AI - Italiano
📚 Coursera Course ↗
Self-paced
Introduction to Generative AI - Italiano
Opens on Coursera ↗