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📐 ML Fundamentals

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

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Real-Time Character Control With Phase-Functioned Neural Networks | Two Minute Papers #154
ML Fundamentals ⚡ AI Lesson
Real-Time Character Control With Phase-Functioned Neural Networks | Two Minute Papers #154
Two Minute Papers Advanced 8y ago
Python Pandas Tutorial 8. Concat Dataframes
ML Fundamentals
Python Pandas Tutorial 8. Concat Dataframes
codebasics Beginner 8y ago
Internet of Things Problems - Computerphile
ML Fundamentals ⚡ AI Lesson
Internet of Things Problems - Computerphile
Computerphile Intermediate 8y ago
[MINI] Leakage
ML Fundamentals ⚡ AI Lesson
[MINI] Leakage
Data Skeptic Beginner 8y ago
Trusting Machine Learning Models with LIME
ML Fundamentals ⚡ AI Lesson
Trusting Machine Learning Models with LIME
Data Skeptic Beginner 8y ago
The First Programming Languages: Crash Course Computer Science #11
ML Fundamentals
The First Programming Languages: Crash Course Computer Science #11
CrashCourse Beginner 8y ago
Stream, FPV, and more data - Python plays GTA p.15
ML Fundamentals ⚡ AI Lesson
Stream, FPV, and more data - Python plays GTA p.15
sentdex Beginner 8y ago
Taylor series | Chapter 11, Essence of calculus
ML Fundamentals
Taylor series | Chapter 11, Essence of calculus
3Blue1Brown Beginner 8y ago
Higher order derivatives | Chapter 10, Essence of calculus
ML Fundamentals
Higher order derivatives | Chapter 10, Essence of calculus
3Blue1Brown Beginner 8y ago
Deep Neural Nets for Visual Recognition with Matt Zeiler - #22
ML Fundamentals
Deep Neural Nets for Visual Recognition with Matt Zeiler - #22
The TWIML AI Podcast with Sam Charrington Advanced 8y ago
Learner story: Earning an MBA while raising a daughter
ML Fundamentals
Learner story: Earning an MBA while raising a daughter
Coursera Beginner 9y ago
How Has Learning Changed Your Life?
ML Fundamentals
How Has Learning Changed Your Life?
Coursera Beginner 9y ago
Semantic Scene Completion From One Depth Image | Two Minute Papers #147
ML Fundamentals
Semantic Scene Completion From One Depth Image | Two Minute Papers #147
Two Minute Papers Beginner 9y ago
Self driving car neural network in the city - Python plays GTA with Tensor Flow p.14
ML Fundamentals
Self driving car neural network in the city - Python plays GTA with Tensor Flow p.14
sentdex Beginner 9y ago
Selling AI to the Enterprise with Kathryn Hume - #20
ML Fundamentals
Selling AI to the Enterprise with Kathryn Hume - #20
The TWIML AI Podcast with Sam Charrington Beginner 9y ago
A Intro to Clojure and Clojure Syntax
ML Fundamentals ⚡ AI Lesson
A Intro to Clojure and Clojure Syntax
Tensor Programming Beginner 9y ago
Avoid the Middle-Man (Smart Contracts) - Computerphile
ML Fundamentals ⚡ AI Lesson
Avoid the Middle-Man (Smart Contracts) - Computerphile
Computerphile Intermediate 9y ago
Instructions & Programs: Crash Course Computer Science #8
ML Fundamentals
Instructions & Programs: Crash Course Computer Science #8
CrashCourse Beginner 9y ago
How to Do Linear Regression using Gradient Descent
ML Fundamentals
How to Do Linear Regression using Gradient Descent
Siraj Raval Beginner 9y ago
Build an 8-bit decimal display for our 8-bit computer
ML Fundamentals ⚡ AI Lesson
Build an 8-bit decimal display for our 8-bit computer
Ben Eater Intermediate 9y ago
Music21
ML Fundamentals ⚡ AI Lesson
Music21
Data Skeptic Beginner 8y ago
[MINI] Calculating Feature Importance
ML Fundamentals ⚡ AI Lesson
[MINI] Calculating Feature Importance
Data Skeptic Beginner 8y ago
Data Science at eHarmony
ML Fundamentals ⚡ AI Lesson
Data Science at eHarmony
Data Skeptic Beginner 8y ago
Stealing Models from the Cloud
ML Fundamentals ⚡ AI Lesson
Stealing Models from the Cloud
Data Skeptic Beginner 8y ago
Machine Learning on Images with Noisy Human-centric Labels
ML Fundamentals ⚡ AI Lesson
Machine Learning on Images with Noisy Human-centric Labels
Data Skeptic Advanced 8y ago
Predictive Models on Random Data
ML Fundamentals ⚡ AI Lesson
Predictive Models on Random Data
Data Skeptic Beginner 8y ago
[MINI] Dropout
ML Fundamentals ⚡ AI Lesson
[MINI] Dropout
Data Skeptic Beginner 8y ago
What does area have to do with slope? | Chapter 9, Essence of calculus
ML Fundamentals
What does area have to do with slope? | Chapter 9, Essence of calculus
3Blue1Brown Beginner 8y ago
Integration and the fundamental theorem of calculus | Chapter 8, Essence of calculus
ML Fundamentals
Integration and the fundamental theorem of calculus | Chapter 8, Essence of calculus
3Blue1Brown Beginner 8y ago
[MINI] Generative Adversarial Networks
ML Fundamentals ⚡ AI Lesson
[MINI] Generative Adversarial Networks
Data Skeptic Advanced 8y ago
Limits, L'Hôpital's rule, and epsilon delta definitions | Chapter 7, Essence of calculus
ML Fundamentals ⚡ AI Lesson
Limits, L'Hôpital's rule, and epsilon delta definitions | Chapter 7, Essence of calculus
3Blue1Brown Beginner 8y ago
Implicit differentiation, what's going on here? | Chapter 6, Essence of calculus
ML Fundamentals
Implicit differentiation, what's going on here? | Chapter 6, Essence of calculus
3Blue1Brown Beginner 8y ago
What's so special about Euler's number e? | Chapter 5, Essence of calculus
ML Fundamentals ⚡ AI Lesson
What's so special about Euler's number e? | Chapter 5, Essence of calculus
3Blue1Brown Beginner 8y ago
Visualizing the chain rule and product rule | Chapter 4, Essence of calculus
ML Fundamentals ⚡ AI Lesson
Visualizing the chain rule and product rule | Chapter 4, Essence of calculus
3Blue1Brown Beginner 9y ago
Derivative formulas through geometry | Chapter 3, Essence of calculus
ML Fundamentals
Derivative formulas through geometry | Chapter 3, Essence of calculus
3Blue1Brown Beginner 9y ago
The paradox of the derivative | Chapter 2, Essence of calculus
ML Fundamentals
The paradox of the derivative | Chapter 2, Essence of calculus
3Blue1Brown Beginner 9y ago
The essence of calculus
ML Fundamentals
The essence of calculus
3Blue1Brown Beginner 9y ago
A more interesting self-driving neural network model - Python plays GTA p.13
ML Fundamentals ⚡ AI Lesson
A more interesting self-driving neural network model - Python plays GTA p.13
sentdex Beginner 9y ago
Testing self driving neural network model - Python plays GTA p.12
ML Fundamentals ⚡ AI Lesson
Testing self driving neural network model - Python plays GTA p.12
sentdex Beginner 9y ago
Training convolutional neural network for self-driving - Python plays GTA p.11
ML Fundamentals ⚡ AI Lesson
Training convolutional neural network for self-driving - Python plays GTA p.11
sentdex Beginner 9y ago
Balancing self-driving training data - Python plays GTA p.10
ML Fundamentals
Balancing self-driving training data - Python plays GTA p.10
sentdex Beginner 9y ago
Neural Network Training Data for self-driving - Python plays GTA p.9
ML Fundamentals
Neural Network Training Data for self-driving - Python plays GTA p.9
sentdex Beginner 9y ago
From Particle Physics to Audio AI with Scott Stephenson - #19
ML Fundamentals
From Particle Physics to Audio AI with Scott Stephenson - #19
The TWIML AI Podcast with Sam Charrington Beginner 9y ago
[MINI] GPU CPU
ML Fundamentals ⚡ AI Lesson
[MINI] GPU CPU
Data Skeptic Beginner 9y ago
[MINI] Backpropagation
ML Fundamentals ⚡ AI Lesson
[MINI] Backpropagation
Data Skeptic Advanced 9y ago
Registers and RAM: Crash Course Computer Science #6
ML Fundamentals
Registers and RAM: Crash Course Computer Science #6
CrashCourse Beginner 9y ago
Machine Learning in Cybersecurity with Evan Wright - #16
ML Fundamentals
Machine Learning in Cybersecurity with Evan Wright - #16
The TWIML AI Podcast with Sam Charrington Beginner 9y ago
[MINI] Feed Forward Neural Networks
ML Fundamentals ⚡ AI Lesson
[MINI] Feed Forward Neural Networks
Data Skeptic Beginner 9y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Validate and Explain Your ML Models
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Self-paced
Validate and Explain Your ML Models
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Machine Learning with Python & Statistics
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Self-paced
Machine Learning with Python & Statistics
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Optimize TensorFlow Models For Deployment with TensorRT
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Self-paced
Optimize TensorFlow Models For Deployment with TensorRT
Opens on Coursera ↗
Build Regression, Classification, and Clustering Models
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Self-paced
Build Regression, Classification, and Clustering Models
Opens on Coursera ↗
DP-100 Microsoft Azure DS Exam
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Self-paced
DP-100 Microsoft Azure DS Exam
Opens on Coursera ↗
AI for Design and Optimization
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Self-paced
AI for Design and Optimization
Opens on Coursera ↗