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
NVidia TensorRT: high-performance deep learning inference accelerator (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
NVidia TensorRT: high-performance deep learning inference accelerator (TensorFlow Meets)
TensorFlow Beginner 7y ago
Better training of our neural network - Let's code a neural network in plain JavaScript Part 3
ML Fundamentals
Better training of our neural network - Let's code a neural network in plain JavaScript Part 3
Fun Fun Function Beginner 7y ago
Machine Learning Tutorial Python - 2: Linear Regression Single Variable
15:14
ML Fundamentals ⚡ AI Lesson
Machine Learning Tutorial Python - 2: Linear Regression Single Variable
codebasics Beginner 7y ago
TensorFlow.js - Loading the model into a neural network web app
ML Fundamentals ⚡ AI Lesson
TensorFlow.js - Loading the model into a neural network web app
deeplizard Beginner 7y ago
Machine Learning Tutorial Python -1: What is Machine Learning?
6:51
ML Fundamentals ⚡ AI Lesson
Machine Learning Tutorial Python -1: What is Machine Learning?
codebasics Beginner 7y ago
Random Forest Classification
ML Fundamentals ⚡ AI Lesson
Random Forest Classification
CodeEmporium Beginner 7y ago
At the intersection of TensorFlow & nuclear physics (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
At the intersection of TensorFlow & nuclear physics (TensorFlow Meets)
TensorFlow Beginner 7y ago
Fine-Grained Player Prediction in Sports with Jennifer Hobbs - #157
ML Fundamentals
Fine-Grained Player Prediction in Sports with Jennifer Hobbs - #157
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Other math channels you'd enjoy
ML Fundamentals ⚡ AI Lesson
Other math channels you'd enjoy
3Blue1Brown Beginner 7y ago
TensorFlow.js - Building the UI for neural network web app
ML Fundamentals ⚡ AI Lesson
TensorFlow.js - Building the UI for neural network web app
deeplizard Beginner 7y ago
Teaching our neural network to think - Let's code a neural network in plain JavaScript Part 2
ML Fundamentals
Teaching our neural network to think - Let's code a neural network in plain JavaScript Part 2
Fun Fun Function Beginner 7y ago
Divergence and curl:  The language of Maxwell's equations, fluid flow, and more
ML Fundamentals
Divergence and curl: The language of Maxwell's equations, fluid flow, and more
3Blue1Brown Beginner 7y ago
Omni-Channel Customer Experiences with Vince Jeffs - #154
ML Fundamentals
Omni-Channel Customer Experiences with Vince Jeffs - #154
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Machine Learning on JavaScript
ML Fundamentals
Machine Learning on JavaScript
freeCodeCamp.org Beginner 7y ago
TensorFlow JS Tutorial - Build a neural network with TensorFlow for Beginners
ML Fundamentals
TensorFlow JS Tutorial - Build a neural network with TensorFlow for Beginners
LearnCode.academy Beginner 7y ago
HowToDataScience : Scraping Twitter Data
ML Fundamentals ⚡ AI Lesson
HowToDataScience : Scraping Twitter Data
ritvikmath Beginner 7y ago
Alfred's iMBA Experience: Graduating with his son
ML Fundamentals
Alfred's iMBA Experience: Graduating with his son
Coursera Beginner 7y ago
Transfer Learning
ML Fundamentals ⚡ AI Lesson
Transfer Learning
Data Skeptic Beginner 7y ago
Deep Learning in the Browser with TensorFlow.js Introduction p.1
ML Fundamentals
Deep Learning in the Browser with TensorFlow.js Introduction p.1
sentdex Beginner 7y ago
K-Means Clustering - EXPLAINED!
ML Fundamentals ⚡ AI Lesson
K-Means Clustering - EXPLAINED!
CodeEmporium Beginner 7y ago
Encoder Decoder Network - Computerphile
ML Fundamentals ⚡ AI Lesson
Encoder Decoder Network - Computerphile
Computerphile Beginner 7y ago
Neural Networks Explained - Machine Learning Tutorial for Beginners
ML Fundamentals
Neural Networks Explained - Machine Learning Tutorial for Beginners
LearnCode.academy Beginner 7y ago
Deep Learning - Computerphile
ML Fundamentals ⚡ AI Lesson
Deep Learning - Computerphile
Computerphile Beginner 7y ago
Quantum Computing, AI and Blockchain: The Future of IT | Shoucheng Zhang | Talks at Google
ML Fundamentals
Quantum Computing, AI and Blockchain: The Future of IT | Shoucheng Zhang | Talks at Google
Talks at Google Beginner 7y ago
Simon Benjamin on Architectures for Quantum Computing
ML Fundamentals
Simon Benjamin on Architectures for Quantum Computing
Y Combinator Beginner 7y ago
Workforce Intelligence for Automation & Productivity with Michael Kempe - #153
ML Fundamentals ⚡ AI Lesson
Workforce Intelligence for Automation & Productivity with Michael Kempe - #153
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
TensorFlow.js - Convert Keras model to Layers API format
ML Fundamentals ⚡ AI Lesson
TensorFlow.js - Convert Keras model to Layers API format
deeplizard Beginner 7y ago
The growth of TensorFlow with added support for JS & Swift (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
The growth of TensorFlow with added support for JS & Swift (TensorFlow Meets)
TensorFlow Beginner 7y ago
MiniGo: TensorFlow Meets Andrew Jackson (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
MiniGo: TensorFlow Meets Andrew Jackson (TensorFlow Meets)
TensorFlow Beginner 7y ago
Problem Formulation for Machine Learning with Romer Rosales - #149
ML Fundamentals ⚡ AI Lesson
Problem Formulation for Machine Learning with Romer Rosales - #149
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Neural Networks Explained Pt 2 - Machine Learning Tutorial for Beginners
ML Fundamentals
Neural Networks Explained Pt 2 - Machine Learning Tutorial for Beginners
LearnCode.academy Beginner 7y ago
Sign language image classification  - Fine-tuning MobileNet with Keras
ML Fundamentals ⚡ AI Lesson
Sign language image classification - Fine-tuning MobileNet with Keras
deeplizard Beginner 7y ago
TensorFlow - the deep learning solution for mobile platforms (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
TensorFlow - the deep learning solution for mobile platforms (TensorFlow Meets)
TensorFlow Beginner 7y ago
AI for Materials Discovery with Greg Mulholland - #148
ML Fundamentals
AI for Materials Discovery with Greg Mulholland - #148
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Build image classifier using transfer learning - Fine-tuning MobileNet with Keras
ML Fundamentals ⚡ AI Lesson
Build image classifier using transfer learning - Fine-tuning MobileNet with Keras
deeplizard Beginner 7y ago
Data Innovation & AI at Capital One with Adam Wenchel - #147
ML Fundamentals ⚡ AI Lesson
Data Innovation & AI at Capital One with Adam Wenchel - #147
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Focus on your experiment with TensorFlow Estimators (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
Focus on your experiment with TensorFlow Estimators (TensorFlow Meets)
TensorFlow Beginner 7y ago
MobileNet Image Classification with Keras
ML Fundamentals ⚡ AI Lesson
MobileNet Image Classification with Keras
deeplizard Beginner 7y ago
Deploy Keras neural network to Flask web service | Part 9 - Information Privacy, Data Protection
ML Fundamentals ⚡ AI Lesson
Deploy Keras neural network to Flask web service | Part 9 - Information Privacy, Data Protection
deeplizard Beginner 7y ago
Convert decimal to binary using Javascript | Text to binary with code
ML Fundamentals ⚡ AI Lesson
Convert decimal to binary using Javascript | Text to binary with code
deeplizard Beginner 7y ago
Agile Data Science with Sarah Aerni - #143
ML Fundamentals
Agile Data Science with Sarah Aerni - #143
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Hexadecimal Explained Teaser | Exposing hidden shape
ML Fundamentals ⚡ AI Lesson
Hexadecimal Explained Teaser | Exposing hidden shape
deeplizard Beginner 7y ago
Text to Binary explained | Introducing bits and bytes for programming beginners
ML Fundamentals ⚡ AI Lesson
Text to Binary explained | Introducing bits and bytes for programming beginners
deeplizard Beginner 7y ago
TensorFlow and Keras in R - Josh Gordon meets with J.J. Allaire (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
TensorFlow and Keras in R - Josh Gordon meets with J.J. Allaire (TensorFlow Meets)
TensorFlow Beginner 8y ago
Deploy Keras neural network to Flask web service | Part 7 - Visualizations with D3, DC, Crossfilter
ML Fundamentals ⚡ AI Lesson
Deploy Keras neural network to Flask web service | Part 7 - Visualizations with D3, DC, Crossfilter
deeplizard Beginner 8y ago
Is your name also a NUMBER? | Find what number your name is with math and code
ML Fundamentals ⚡ AI Lesson
Is your name also a NUMBER? | Find what number your name is with math and code
deeplizard Beginner 8y ago
The other way to visualize derivatives | Chapter 12, Essence of calculus
ML Fundamentals
The other way to visualize derivatives | Chapter 12, Essence of calculus
3Blue1Brown Beginner 8y ago
Deploy Keras neural network to Flask web service | Part 5 - Host VGG16 model with Flask
ML Fundamentals ⚡ AI Lesson
Deploy Keras neural network to Flask web service | Part 5 - Host VGG16 model with Flask
deeplizard Beginner 8y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Four Rare Machine Learning Skills All Data Scientists Need
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Self-paced
Four Rare Machine Learning Skills All Data Scientists Need
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Introduction to Generative AI - Bahasa Indonesia
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Introduction to Generative AI - Bahasa Indonesia
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Supervised Text Classification for Marketing Analytics
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Supervised Text Classification for Marketing Analytics
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Python and Machine Learning for Asset Management
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Self-paced
Python and Machine Learning for Asset Management
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Logistic Regression with R: Build & Predict
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Self-paced
Logistic Regression with R: Build & Predict
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Introduction to Medical Software
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Introduction to Medical Software
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