Foundations

ML Fundamentals

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

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
Univa's Project Tortuga and the Intersections of Kubernetes and HPC Workloads
ML Fundamentals ⚡ AI Lesson
Univa's Project Tortuga and the Intersections of Kubernetes and HPC Workloads
The New Stack Beginner 8y ago
TensorFlow Dev Summit 2018 Highlights
ML Fundamentals ⚡ AI Lesson
TensorFlow Dev Summit 2018 Highlights
TensorFlow Beginner 8y ago
Drawing a Number by Request with Generative Model - Unconventional Neural Networks p.6
ML Fundamentals
Drawing a Number by Request with Generative Model - Unconventional Neural Networks p.6
sentdex Beginner 8y ago
Classification Generator Testing Attempt - Unconventional Neural Networks p.5
ML Fundamentals
Classification Generator Testing Attempt - Unconventional Neural Networks p.5
sentdex Beginner 8y ago
Atari 2600 VCS & Adventure - Computerphile
ML Fundamentals ⚡ AI Lesson
Atari 2600 VCS & Adventure - Computerphile
Computerphile Intermediate 8y ago
Swim: A Raw Compute Platform That Poses Questions About the Endless Fabrics of Time
ML Fundamentals
Swim: A Raw Compute Platform That Poses Questions About the Endless Fabrics of Time
The New Stack Intermediate 8y ago
Human-in-the-Loop AI for Emergency Response & More with Rob Munro - #125
ML Fundamentals
Human-in-the-Loop AI for Emergency Response & More with Rob Munro - #125
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Textual data explained | Introducing characters, strings, and encodings for programming beginners
ML Fundamentals ⚡ AI Lesson
Textual data explained | Introducing characters, strings, and encodings for programming beginners
deeplizard Beginner 8y ago
deeplearning.ai's Heroes of Deep Learning: Yann LeCun
ML Fundamentals
deeplearning.ai's Heroes of Deep Learning: Yann LeCun
DeepLearningAI Beginner 8y ago
TensorFlow.js Quick Start
ML Fundamentals
TensorFlow.js Quick Start
Fireship Beginner 8y ago
Systems and Software for Machine Learning at Scale with Jeff Dean - #124
ML Fundamentals
Systems and Software for Machine Learning at Scale with Jeff Dean - #124
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
CPU flags register
ML Fundamentals
CPU flags register
Ben Eater Beginner 8y ago
TensorFlow Dev Summit 2018 - Livestream
ML Fundamentals ⚡ AI Lesson
TensorFlow Dev Summit 2018 - Livestream
TensorFlow Beginner 8y ago
Weight Initialization explained | A way to reduce the vanishing gradient problem
ML Fundamentals ⚡ AI Lesson
Weight Initialization explained | A way to reduce the vanishing gradient problem
deeplizard Beginner 8y ago
Three Colors - Blue: Crash Course Film Criticism #11
ML Fundamentals
Three Colors - Blue: Crash Course Film Criticism #11
CrashCourse Beginner 8y ago
Machine Learning Tutorial - Making a recommendation engine IN THE BROWSER
ML Fundamentals
Machine Learning Tutorial - Making a recommendation engine IN THE BROWSER
LearnCode.academy Beginner 8y ago
A Gentle Introduction to Data Science - talk by Marc Garcia
ML Fundamentals
A Gentle Introduction to Data Science - talk by Marc Garcia
freeCodeCamp.org Beginner 8y ago
Winding numbers and domain coloring
ML Fundamentals
Winding numbers and domain coloring
3Blue1Brown Intermediate 8y ago
Machine Learning in Javascript - talk by @Bondifrench
ML Fundamentals
Machine Learning in Javascript - talk by @Bondifrench
freeCodeCamp.org Beginner 8y ago
Machine Learning Tutorial for Beginners - USING JAVASCRIPT!
ML Fundamentals
Machine Learning Tutorial for Beginners - USING JAVASCRIPT!
LearnCode.academy Beginner 8y ago
Mathematics of Machine Learning
ML Fundamentals
Mathematics of Machine Learning
Siraj Raval Advanced 8y ago
Learning Beyond the Campus Walls
ML Fundamentals
Learning Beyond the Campus Walls
Coursera Beginner 8y ago
The Master Algorithm
ML Fundamentals ⚡ AI Lesson
The Master Algorithm
Data Skeptic Beginner 8y ago
Classification Generator Training Attempt - Unconventional Neural Networks p.4
ML Fundamentals
Classification Generator Training Attempt - Unconventional Neural Networks p.4
sentdex Beginner 8y ago
Generating with MNIST - Unconventional Neural Networks p.3
ML Fundamentals ⚡ AI Lesson
Generating with MNIST - Unconventional Neural Networks p.3
sentdex Beginner 8y ago
Generating Pythonic code with Neural Network - Unconventional Neural Networks p.2
ML Fundamentals
Generating Pythonic code with Neural Network - Unconventional Neural Networks p.2
sentdex Beginner 8y ago
Generative Model Basics - Unconventional Neural Networks p.1
ML Fundamentals
Generative Model Basics - Unconventional Neural Networks p.1
sentdex Beginner 8y ago
A Deep Dream of a Neural Network
ML Fundamentals
A Deep Dream of a Neural Network
sentdex Beginner 8y ago
Applied AI at The Coca-Cola Company (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Applied AI at The Coca-Cola Company (TensorFlow Dev Summit 2018)
TensorFlow Advanced 8y ago
TensorFlow Hub (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
TensorFlow Hub (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
Reconstructing Fusion Plasmas (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Reconstructing Fusion Plasmas (TensorFlow Dev Summit 2018)
TensorFlow Intermediate 8y ago
Searching Over Ideas (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Searching Over Ideas (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
TensorFlow Lite (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
TensorFlow Lite (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
Debugging TensorFlow with TensorBoard plugins (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Debugging TensorFlow with TensorBoard plugins (TensorFlow Dev Summit 2018)
TensorFlow Intermediate 8y ago
Distributed TensorFlow (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Distributed TensorFlow (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
The Practitioner's Guide with TF High Level APIs (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
The Practitioner's Guide with TF High Level APIs (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
Machine Learning in JavaScript (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Machine Learning in JavaScript (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
tf.data: Fast, flexible, and easy-to-use input pipelines (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
tf.data: Fast, flexible, and easy-to-use input pipelines (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
Keynote (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Keynote (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
TensorFlow: an ML platform for solving impactful and challenging problems
ML Fundamentals ⚡ AI Lesson
TensorFlow: an ML platform for solving impactful and challenging problems
TensorFlow Beginner 8y ago
Data explained | An introduction to data for programming beginners
ML Fundamentals ⚡ AI Lesson
Data explained | An introduction to data for programming beginners
deeplizard Beginner 8y ago
All About TensorFlow Code (Coding TensorFlow)
ML Fundamentals ⚡ AI Lesson
All About TensorFlow Code (Coding TensorFlow)
TensorFlow Beginner 8y ago
Chatting With the TensorFlow Community (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
Chatting With the TensorFlow Community (TensorFlow Meets)
TensorFlow Beginner 8y ago
Answering Your TF Questions #AskTensorFlow
ML Fundamentals ⚡ AI Lesson
Answering Your TF Questions #AskTensorFlow
TensorFlow Beginner 8y ago
The TensorFlow YouTube Channel is Here!
ML Fundamentals ⚡ AI Lesson
The TensorFlow YouTube Channel is Here!
TensorFlow Intermediate 8y ago
Vanishing & Exploding Gradient explained | A problem resulting from backpropagation
ML Fundamentals ⚡ AI Lesson
Vanishing & Exploding Gradient explained | A problem resulting from backpropagation
deeplizard Beginner 8y ago
Playing Atari with Deep Reinforcement Learning - TWiML Online Meetup - March 2018
ML Fundamentals
Playing Atari with Deep Reinforcement Learning - TWiML Online Meetup - March 2018
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Computer programming explained | A look inside computer programs for beginners
ML Fundamentals ⚡ AI Lesson
Computer programming explained | A look inside computer programs for beginners
deeplizard Beginner 8y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Le Derivate: come si calcolano
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Self-paced
Le Derivate: come si calcolano
Opens on Coursera ↗
Deep Learning: Build & Optimize Neural Networks
📚 Coursera Course ↗
Self-paced
Deep Learning: Build & Optimize Neural Networks
Opens on Coursera ↗
Deploy ML Models to Production
📚 Coursera Course ↗
Self-paced
Deploy ML Models to Production
Opens on Coursera ↗
Maximizing the Generative AI Value
📚 Coursera Course ↗
Self-paced
Maximizing the Generative AI Value
Opens on Coursera ↗
Quantum Computing with Qiskit and Advanced Algorithms
📚 Coursera Course ↗
Self-paced
Quantum Computing with Qiskit and Advanced Algorithms
Opens on Coursera ↗
Evaluate Vision Errors: Identify Failure Patterns
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Self-paced
Evaluate Vision Errors: Identify Failure Patterns
Opens on Coursera ↗