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📐 ML Fundamentals

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

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StyLit, Illumination-Guided Artistic Style Transfer | Two Minute Papers #91
ML Fundamentals
StyLit, Illumination-Guided Artistic Style Transfer | Two Minute Papers #91
Two Minute Papers Beginner 9y ago
Cross products in the light of linear transformations | Chapter 11, Essence of linear algebra
ML Fundamentals
Cross products in the light of linear transformations | Chapter 11, Essence of linear algebra
3Blue1Brown Beginner 9y ago
Cross products | Chapter 10, Essence of linear algebra
ML Fundamentals
Cross products | Chapter 10, Essence of linear algebra
3Blue1Brown Beginner 9y ago
Installing the GPU version of TensorFlow for making use of your CUDA GPU
ML Fundamentals
Installing the GPU version of TensorFlow for making use of your CUDA GPU
sentdex Beginner 9y ago
Outtakes #2: Crash Course Physics
ML Fundamentals
Outtakes #2: Crash Course Physics
CrashCourse Beginner 9y ago
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
Getting started with machine learning in Python (webcast)
ML Fundamentals
Getting started with machine learning in Python (webcast)
Data School Beginner 9y ago
Compatibilism: Crash Course Philosophy #25
ML Fundamentals
Compatibilism: Crash Course Philosophy #25
CrashCourse Beginner 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
8-bit computer RAM intro
ML Fundamentals
8-bit computer RAM intro
Ben Eater Beginner 9y ago
Troubleshooting the ALU
ML Fundamentals
Troubleshooting the ALU
Ben Eater Beginner 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
Gamer's Paradise - Computerphile
ML Fundamentals
Gamer's Paradise - Computerphile
Computerphile 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
Training/Testing on our Data - Deep Learning with Neural Networks and TensorFlow part 7
sentdex 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
Temperature: Crash Course Physics #20
ML Fundamentals
Temperature: Crash Course Physics #20
CrashCourse Beginner 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
Determinism vs Free Will: Crash Course Philosophy #24
ML Fundamentals
Determinism vs Free Will: Crash Course Philosophy #24
CrashCourse Beginner 9y ago
Git Github Tutorial 10: What is Pull Request?
ML Fundamentals
Git Github Tutorial 10: What is Pull Request?
codebasics Beginner 9y ago
The Physics of Music: Crash Course Physics #19
ML Fundamentals
The Physics of Music: Crash Course Physics #19
CrashCourse 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
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
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
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
Sound: Crash Course Physics #18
ML Fundamentals
Sound: Crash Course Physics #18
CrashCourse Beginner 9y ago
Where Does Your Mind Reside?: Crash Course Philosophy #22
ML Fundamentals
Where Does Your Mind Reside?: Crash Course Philosophy #22
CrashCourse Beginner 9y ago
Traveling Waves: Crash Course Physics #17
ML Fundamentals
Traveling Waves: Crash Course Physics #17
CrashCourse Beginner 9y ago
Shakespeare's Sonnets: Crash Course Literature 304
ML Fundamentals
Shakespeare's Sonnets: Crash Course Literature 304
CrashCourse Beginner 9y ago
Personhood: Crash Course Philosophy #21
ML Fundamentals
Personhood: Crash Course Philosophy #21
CrashCourse 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
Simple Harmonic Motion: Crash Course Physics #16
ML Fundamentals
Simple Harmonic Motion: Crash Course Physics #16
CrashCourse Beginner 9y ago
Running our Network  - Deep Learning with Neural Networks and TensorFlow
ML Fundamentals
Running our Network - Deep Learning with Neural Networks and TensorFlow
sentdex Beginner 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
TensorFlow Basics - Deep Learning with Neural Networks p. 2
sentdex Beginner 9y ago
Outtakes #2: Crash Course Philosophy
ML Fundamentals
Outtakes #2: Crash Course Philosophy
CrashCourse Beginner 9y ago
Installing TensorFlow (OPTIONAL) - Deep Learning with Neural Networks and TensorFlow p2.1
ML Fundamentals
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
Deep Learning with Neural Networks and TensorFlow Introduction
sentdex Beginner 9y ago
Twos complement: Negative numbers in binary
ML Fundamentals
Twos complement: Negative numbers in binary
Ben Eater Beginner 9y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Fundamentals of Machine Learning in Finance
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Fundamentals of Machine Learning in Finance
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Physics 102 - Electric Charges and Fields
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Physics 102 - Electric Charges and Fields
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Build and Operate Machine Learning Solutions with Azure
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Self-paced
Build and Operate Machine Learning Solutions with Azure
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Introduction to Generative AI - Français
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Self-paced
Introduction to Generative AI - Français
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ML Parameters Optimization: GridSearch, Bayesian, Random
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Self-paced
ML Parameters Optimization: GridSearch, Bayesian, Random
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Advanced CNNs, Transfer Learning, and Recurrent Networks
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Self-paced
Advanced CNNs, Transfer Learning, and Recurrent Networks
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