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📐 ML Fundamentals

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

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Using More Data - Deep Learning with Neural Networks and TensorFlow part 8
ML Fundamentals
Using More Data - Deep Learning with Neural Networks and TensorFlow part 8
sentdex Beginner 9y ago
Dot products and duality | Chapter 9, Essence of linear algebra
ML Fundamentals
Dot products and duality | Chapter 9, Essence of linear algebra
3Blue1Brown Beginner 9y ago
Training/Testing on our Data - Deep Learning with Neural Networks and TensorFlow part 7
ML Fundamentals ⚡ AI Lesson
Training/Testing on our Data - Deep Learning with Neural Networks and TensorFlow part 7
sentdex Beginner 9y ago
Getting started with machine learning in Python (webcast)
ML Fundamentals
Getting started with machine learning in Python (webcast)
Data School Beginner 9y ago
RAM module build - part 2
ML Fundamentals
RAM module build - part 2
Ben Eater Intermediate 9y ago
Git Tutorial 9: Diff and Merge using meld
ML Fundamentals
Git Tutorial 9: Diff and Merge using meld
codebasics Beginner 9y ago
Git Tutorial 7: What is HEAD?
ML Fundamentals
Git Tutorial 7: What is HEAD?
codebasics Beginner 9y ago
How Convolutional Neural Networks work
ML Fundamentals
How Convolutional Neural Networks work
Brandon Rohrer Beginner 9y ago
Neural Material Synthesis | Two Minute Papers #88
ML Fundamentals
Neural Material Synthesis | Two Minute Papers #88
Two Minute Papers Advanced 9y ago
Nonsquare matrices as transformations between dimensions | Chapter 8, Essence of linear algebra
ML Fundamentals
Nonsquare matrices as transformations between dimensions | Chapter 8, Essence of linear algebra
3Blue1Brown Beginner 9y ago
FPS & Digital Video - Computerphile
ML Fundamentals ⚡ AI Lesson
FPS & Digital Video - Computerphile
Computerphile Intermediate 9y ago
Retro Computer Kit - Computerphile
ML Fundamentals ⚡ AI Lesson
Retro Computer Kit - Computerphile
Computerphile Intermediate 9y ago
Personhood: Crash Course Philosophy #21
ML Fundamentals
Personhood: Crash Course Philosophy #21
CrashCourse Beginner 9y ago
The Illusion of Truth
ML Fundamentals
The Illusion of Truth
Veritasium Intermediate 9y ago
Photorealistic Images from Drawings | Two Minute Papers #80
ML Fundamentals
Photorealistic Images from Drawings | Two Minute Papers #80
Two Minute Papers Intermediate 9y ago
How do I create dummy variables in pandas?
ML Fundamentals
How do I create dummy variables in pandas?
Data School Beginner 9y ago
Preprocessing cont'd - Deep Learning with Neural Networks and TensorFlow part 6
ML Fundamentals
Preprocessing cont'd - Deep Learning with Neural Networks and TensorFlow part 6
sentdex Beginner 9y ago
Processing our own Data - Deep Learning with Neural Networks and TensorFlow part 5
ML Fundamentals
Processing our own Data - Deep Learning with Neural Networks and TensorFlow part 5
sentdex Beginner 9y ago
Inverse matrices, column space and null space | Chapter 7, Essence of linear algebra
ML Fundamentals
Inverse matrices, column space and null space | Chapter 7, Essence of linear algebra
3Blue1Brown Intermediate 9y ago
Git Github Tutorial 10: What is Pull Request?
ML Fundamentals
Git Github Tutorial 10: What is Pull Request?
codebasics Beginner 9y ago
Git Tutorial 6: Branches (Create, Merge, Delete a branch)
ML Fundamentals
Git Tutorial 6: Branches (Create, Merge, Delete a branch)
codebasics Beginner 9y ago
The determinant | Chapter 6, Essence of linear algebra
ML Fundamentals
The determinant | Chapter 6, Essence of linear algebra
3Blue1Brown Beginner 9y ago
Three-dimensional linear transformations | Chapter 5, Essence of linear algebra
ML Fundamentals
Three-dimensional linear transformations | Chapter 5, Essence of linear algebra
3Blue1Brown Beginner 9y ago
Matrix multiplication as composition | Chapter 4, Essence of linear algebra
ML Fundamentals
Matrix multiplication as composition | Chapter 4, Essence of linear algebra
3Blue1Brown Beginner 9y ago
Linear transformations and matrices | Chapter 3, Essence of linear algebra
ML Fundamentals ⚡ AI Lesson
Linear transformations and matrices | Chapter 3, Essence of linear algebra
3Blue1Brown Beginner 9y ago
Linear combinations, span, and basis vectors | Chapter 2, Essence of linear algebra
ML Fundamentals ⚡ AI Lesson
Linear combinations, span, and basis vectors | Chapter 2, Essence of linear algebra
3Blue1Brown Beginner 9y ago
Vectors | Chapter 1, Essence of linear algebra
ML Fundamentals ⚡ AI Lesson
Vectors | Chapter 1, Essence of linear algebra
3Blue1Brown Beginner 9y ago
Essence of linear algebra preview
ML Fundamentals
Essence of linear algebra preview
3Blue1Brown Beginner 9y ago
Git Tutorial 2 : What is Github? | github tutorial
ML Fundamentals
Git Tutorial 2 : What is Github? | github tutorial
codebasics Beginner 9y ago
Git Tutorial 1: What is git / What is version control system?
ML Fundamentals
Git Tutorial 1: What is git / What is version control system?
codebasics Beginner 9y ago
Git Tutorial 3: How To Install Git
ML Fundamentals
Git Tutorial 3: How To Install Git
codebasics Beginner 9y ago
Running our Network - Deep Learning with Neural Networks and TensorFlow
ML Fundamentals ⚡ AI Lesson
Running our Network - Deep Learning with Neural Networks and TensorFlow
sentdex Beginner 9y ago
How to Choose a Password - Computerphile
ML Fundamentals ⚡ AI Lesson
How to Choose a Password - Computerphile
Computerphile Intermediate 9y ago
Neural Network Model - Deep Learning with Neural Networks and TensorFlow
ML Fundamentals
Neural Network Model - Deep Learning with Neural Networks and TensorFlow
sentdex Beginner 9y ago
TensorFlow Basics - Deep Learning with Neural Networks p. 2
ML Fundamentals ⚡ AI Lesson
TensorFlow Basics - Deep Learning with Neural Networks p. 2
sentdex Beginner 9y ago
Installing TensorFlow (OPTIONAL) - Deep Learning with Neural Networks and TensorFlow p2.1
ML Fundamentals ⚡ AI Lesson
Installing TensorFlow (OPTIONAL) - Deep Learning with Neural Networks and TensorFlow p2.1
sentdex Beginner 9y ago
Deep Learning with Neural Networks and TensorFlow Introduction
ML Fundamentals ⚡ AI Lesson
Deep Learning with Neural Networks and TensorFlow Introduction
sentdex Beginner 9y ago
Visually Indicated Sounds | Two Minute Papers #79
ML Fundamentals
Visually Indicated Sounds | Two Minute Papers #79
Two Minute Papers Advanced 9y ago
Password Cracking - Computerphile
ML Fundamentals ⚡ AI Lesson
Password Cracking - Computerphile
Computerphile Intermediate 9y ago
Gamer's Paradise - Computerphile
ML Fundamentals ⚡ AI Lesson
Gamer's Paradise - Computerphile
Computerphile Beginner 9y ago
Mean Shift Dynamic Bandwidth - Practical Machine Learning Tutorial with Python p.42
ML Fundamentals
Mean Shift Dynamic Bandwidth - Practical Machine Learning Tutorial with Python p.42
sentdex Beginner 9y ago
Mean Shift from Scratch - Practical Machine Learning Tutorial with Python p.41
ML Fundamentals
Mean Shift from Scratch - Practical Machine Learning Tutorial with Python p.41
sentdex Beginner 9y ago
Mean Shift with Titanic Dataset - Practical Machine Learning Tutorial with Python p.40
ML Fundamentals
Mean Shift with Titanic Dataset - Practical Machine Learning Tutorial with Python p.40
sentdex Beginner 9y ago
Inside a Neural Network - Computerphile
ML Fundamentals ⚡ AI Lesson
Inside a Neural Network - Computerphile
Computerphile Beginner 9y ago
Mean Shift Intro - Practical Machine Learning Tutorial with Python p.39
ML Fundamentals
Mean Shift Intro - Practical Machine Learning Tutorial with Python p.39
sentdex Beginner 9y ago
HTML IS a Programming Language (Imperative vs Declarative) - Computerphile
ML Fundamentals ⚡ AI Lesson
HTML IS a Programming Language (Imperative vs Declarative) - Computerphile
Computerphile Intermediate 9y ago
How do I use pandas with scikit-learn to create Kaggle submissions?
ML Fundamentals ⚡ AI Lesson
How do I use pandas with scikit-learn to create Kaggle submissions?
Data School Beginner 9y ago
Secrets of the Deep Dark Web (Deep Dark Web Pt2) - Computerphile
ML Fundamentals ⚡ AI Lesson
Secrets of the Deep Dark Web (Deep Dark Web Pt2) - Computerphile
Computerphile Beginner 9y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Test Automation with Playwright (Python) & Robot Framework
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Self-paced
Test Automation with Playwright (Python) & Robot Framework
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Introduction Course to Autoencoders, VAEs, and GANs
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Self-paced
Introduction Course to Autoencoders, VAEs, and GANs
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NVIDIA: Fundamentals of Machine Learning
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Self-paced
NVIDIA: Fundamentals of Machine Learning
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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 ↗
AI for Medical Diagnosis
📚 Coursera Course ↗
Self-paced
AI for Medical Diagnosis
Opens on Coursera ↗
No-Code Machine Learning Using Amazon AWS SageMaker Canvas
📚 Coursera Course ↗
Self-paced
No-Code Machine Learning Using Amazon AWS SageMaker Canvas
Opens on Coursera ↗