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
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
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
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
Simon Benjamin on Architectures for Quantum Computing
ML Fundamentals
Simon Benjamin on Architectures for Quantum Computing
Y Combinator Beginner 7y 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 7y ago
gradientDescent.m Gradient Descent Implementation -  Machine Learning
ML Fundamentals
gradientDescent.m Gradient Descent Implementation - Machine Learning
Aladdin Persson Beginner 7y ago
Machine Learning without the Hype
ML Fundamentals
Machine Learning without the Hype
freeCodeCamp.org Beginner 7y ago
computeCost.m Linear Regression Cost Function - Machine Learning
ML Fundamentals ⚡ AI Lesson
computeCost.m Linear Regression Cost Function - Machine Learning
Aladdin Persson Beginner 7y ago
Panel: Artificial Intelligence and Machine Learning
ML Fundamentals
Panel: Artificial Intelligence and Machine Learning
freeCodeCamp.org Beginner 7y ago
Patricia’s iMBA Experience: Earning A Flexible Business Degree on Coursera
ML Fundamentals
Patricia’s iMBA Experience: Earning A Flexible Business Degree on Coursera
Coursera Beginner 7y ago
The Binomial Distribution: Crash Course Statistics #15
ML Fundamentals
The Binomial Distribution: Crash Course Statistics #15
CrashCourse Beginner 7y ago
Modernize Your Data Pipeline for the Machine Learning Age
ML Fundamentals ⚡ AI Lesson
Modernize Your Data Pipeline for the Machine Learning Age
The New Stack Beginner 7y ago
Neural Voice Cloning
ML Fundamentals ⚡ AI Lesson
Neural Voice Cloning
CodeEmporium 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 7y 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 7y 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 7y 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 7y ago
Counting in Binary and Decimal | Binary vs Decimal quick promo
ML Fundamentals ⚡ AI Lesson
Counting in Binary and Decimal | Binary vs Decimal quick promo
deeplizard Beginner 7y ago
5 Patterns with Numbers - Binary to Base-36 | Numerals across bases
ML Fundamentals ⚡ AI Lesson
5 Patterns with Numbers - Binary to Base-36 | Numerals across bases
deeplizard Beginner 7y ago
Hexadecimal explained | Higher than base-10 positional numeral systems
ML Fundamentals ⚡ AI Lesson
Hexadecimal explained | Higher than base-10 positional numeral systems
deeplizard Beginner 7y ago
Deploy Keras neural network to Flask web service | Part 3 - Send and Receive Data with Flask
ML Fundamentals ⚡ AI Lesson
Deploy Keras neural network to Flask web service | Part 3 - Send and Receive Data with Flask
deeplizard Beginner 7y ago
Classification using neural networks & ML regression models #AskTensorFlow
ML Fundamentals ⚡ AI Lesson
Classification using neural networks & ML regression models #AskTensorFlow
TensorFlow Beginner 7y ago
Binary vs Decimal | Introducing positional numeral systems for programming beginners
ML Fundamentals ⚡ AI Lesson
Binary vs Decimal | Introducing positional numeral systems for programming beginners
deeplizard Beginner 7y ago
Deploy Keras neural network to Flask web service | Part 2 - Build your first Flask app
ML Fundamentals ⚡ AI Lesson
Deploy Keras neural network to Flask web service | Part 2 - Build your first Flask app
deeplizard Beginner 7y ago
Distributed TensorFlow training (Google I/O '18)
ML Fundamentals ⚡ AI Lesson
Distributed TensorFlow training (Google I/O '18)
TensorFlow Beginner 7y ago
Numeral vs Number | Introducing numeral systems for programming beginners
ML Fundamentals ⚡ AI Lesson
Numeral vs Number | Introducing numeral systems for programming beginners
deeplizard Beginner 7y ago
TensorFlow Lite for mobile developers (Google I/O '18)
ML Fundamentals ⚡ AI Lesson
TensorFlow Lite for mobile developers (Google I/O '18)
TensorFlow Beginner 7y ago
TensorFlow and deep reinforcement learning, without a PhD (Google I/O '18)
ML Fundamentals ⚡ AI Lesson
TensorFlow and deep reinforcement learning, without a PhD (Google I/O '18)
TensorFlow Beginner 7y ago
Get started with TensorFlow's High-Level APIs in 5 mins |  Google I/O 2018
ML Fundamentals ⚡ AI Lesson
Get started with TensorFlow's High-Level APIs in 5 mins | Google I/O 2018
TensorFlow Beginner 7y ago
Deploy Keras Neural Network to Flask web service | Part 1 - Overview
ML Fundamentals ⚡ AI Lesson
Deploy Keras Neural Network to Flask web service | Part 1 - Overview
deeplizard Beginner 7y ago
Get started with TensorFlow's High-Level APIs (Google I/O '18)
ML Fundamentals ⚡ AI Lesson
Get started with TensorFlow's High-Level APIs (Google I/O '18)
TensorFlow Beginner 7y ago
Epsilon Software for Private Machine Learning with Chang Liu - #135
ML Fundamentals ⚡ AI Lesson
Epsilon Software for Private Machine Learning with Chang Liu - #135
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Unicode explained | Convert characters in Chuck Norris jokes - JavaScript example
ML Fundamentals ⚡ AI Lesson
Unicode explained | Convert characters in Chuck Norris jokes - JavaScript example
deeplizard Beginner 7y ago
Learnable parameters ("trainable params") in a Keras Convolutional Neural Network
ML Fundamentals ⚡ AI Lesson
Learnable parameters ("trainable params") in a Keras Convolutional Neural Network
deeplizard Beginner 7y ago
Differential Privacy Theory & Practice with Aaron Roth - #132
ML Fundamentals
Differential Privacy Theory & Practice with Aaron Roth - #132
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Using code to interrogate textual data | I’m a STRING. Ask me anything! | Coding tutorial
ML Fundamentals ⚡ AI Lesson
Using code to interrogate textual data | I’m a STRING. Ask me anything! | Coding tutorial
deeplizard Beginner 7y ago
Learnable Parameters in a Convolutional Neural Network (CNN) explained
ML Fundamentals ⚡ AI Lesson
Learnable Parameters in a Convolutional Neural Network (CNN) explained
deeplizard Beginner 8y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Mastering Python for Data Science
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Self-paced
Mastering Python for Data Science
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Supervised Text Classification for Marketing Analytics
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Self-paced
Supervised Text Classification for Marketing Analytics
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Calculus for Machine Learning and Data Science
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Self-paced
Calculus for Machine Learning and Data Science
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Validate Multimodal Data: Ensure Quality
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Self-paced
Validate Multimodal Data: Ensure Quality
Opens on Coursera ↗
Data Science Coding Challenge: Loan Default Prediction
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Self-paced
Data Science Coding Challenge: Loan Default Prediction
Opens on Coursera ↗
Algoritmos de negociación basados en machine learning​
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Self-paced
Algoritmos de negociación basados en machine learning​
Opens on Coursera ↗