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
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Winding numbers and domain coloring
ML Fundamentals
Winding numbers and domain coloring
3Blue1Brown Intermediate 8y ago
The TensorFlow YouTube Channel is Here!
ML Fundamentals
The TensorFlow YouTube Channel is Here!
TensorFlow Intermediate 8y ago
Stolen Bitcoin Tracing - Computerphile
ML Fundamentals
Stolen Bitcoin Tracing - Computerphile
Computerphile Intermediate 8y ago
Machine Learning Platforms at Uber with Mike Del Balso - #115
ML Fundamentals
Machine Learning Platforms at Uber with Mike Del Balso - #115
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
The Future of Machine Learning
ML Fundamentals
The Future of Machine Learning
The New Stack Intermediate 8y ago
EDSAC Simulator - Computerphile
ML Fundamentals
EDSAC Simulator - Computerphile
Computerphile Intermediate 8y ago
Why Mosquitoes Bite Some People More Than Others
ML Fundamentals
Why Mosquitoes Bite Some People More Than Others
Veritasium Intermediate 8y ago
Send crypto from GDAX to Steemit and back
ML Fundamentals
Send crypto from GDAX to Steemit and back
deeplizard Intermediate 8y ago
C5W3L03 Beam Search
ML Fundamentals
C5W3L03 Beam Search
DeepLearningAI Intermediate 8y ago
C5W3L05 Error Analysis of Beam Search
ML Fundamentals
C5W3L05 Error Analysis of Beam Search
DeepLearningAI Intermediate 8y ago
Kotlin Project - Android Functional Todo Application - Part 1
ML Fundamentals
Kotlin Project - Android Functional Todo Application - Part 1
Tensor Programming Intermediate 8y ago
Posting on Steemit and navigating the site
ML Fundamentals
Posting on Steemit and navigating the site
deeplizard Intermediate 8y ago
Elm front-end for Rust API (Part 2)
ML Fundamentals
Elm front-end for Rust API (Part 2)
Tensor Programming Intermediate 8y ago
CS@ILLINOIS' Online Master's of Computer Science - Data Science [Admissions Webinar]
ML Fundamentals
CS@ILLINOIS' Online Master's of Computer Science - Data Science [Admissions Webinar]
Coursera Intermediate 8y ago
Composing Graphical Models With Neural Networks, w/ David Duvenaud - #96
ML Fundamentals
Composing Graphical Models With Neural Networks, w/ David Duvenaud - #96
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Making a computer Turing complete
ML Fundamentals
Making a computer Turing complete
Ben Eater Intermediate 8y ago
Image Matting With Deep Neural Networks | Two Minute Papers #209
ML Fundamentals
Image Matting With Deep Neural Networks | Two Minute Papers #209
Two Minute Papers Intermediate 8y ago
World's First Car!
ML Fundamentals
World's First Car!
Veritasium Intermediate 8y ago
Elliptic Curve Back Door - Computerphile
ML Fundamentals
Elliptic Curve Back Door - Computerphile
Computerphile Intermediate 8y ago
Diceware & Passwords - Computerphile
ML Fundamentals
Diceware & Passwords - Computerphile
Computerphile Intermediate 8y ago
Wheeler Jump - Computerphile
ML Fundamentals
Wheeler Jump - Computerphile
Computerphile Intermediate 8y ago
C5W3L10 Trigger Word Detection
ML Fundamentals
C5W3L10 Trigger Word Detection
DeepLearningAI Intermediate 8y ago
C5W3L04 Refining Beam Search
ML Fundamentals
C5W3L04 Refining Beam Search
DeepLearningAI Intermediate 8y ago
C5W3L11 Summary and Thank You
ML Fundamentals
C5W3L11 Summary and Thank You
DeepLearningAI Intermediate 8y ago
CPUs Are Out of Order - Computerphile
ML Fundamentals
CPUs Are Out of Order - Computerphile
Computerphile Intermediate 8y ago
Elm front-end for Rust API (Part 1)
ML Fundamentals
Elm front-end for Rust API (Part 1)
Tensor Programming Intermediate 8y ago
Building an API in Rust (part 2)
ML Fundamentals
Building an API in Rust (part 2)
Tensor Programming Intermediate 8y ago
Compaq Portable (Halt & Catch Fire) - Computerphile
ML Fundamentals
Compaq Portable (Halt & Catch Fire) - Computerphile
Computerphile Intermediate 8y ago
Phoenix Framework 1.3 (Playing with Ecto Schemas and Phoenix Contexts)
ML Fundamentals
Phoenix Framework 1.3 (Playing with Ecto Schemas and Phoenix Contexts)
Tensor Programming Intermediate 8y ago
Phoenix Framework 1.3 (Building a Chat App)
ML Fundamentals
Phoenix Framework 1.3 (Building a Chat App)
Tensor Programming Intermediate 8y ago
Rustlang Project: Todo App (Yew Framework and Web Assembly)
ML Fundamentals
Rustlang Project: Todo App (Yew Framework and Web Assembly)
Tensor Programming Intermediate 8y ago
Rustlang Project: CLI Toy Blockchain
ML Fundamentals
Rustlang Project: CLI Toy Blockchain
Tensor Programming Intermediate 8y ago
Rustlang Project: Chat Application
ML Fundamentals
Rustlang Project: Chat Application
Tensor Programming Intermediate 8y ago
Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - #80
ML Fundamentals
Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - #80
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
How to Configure the AWS CLI | Amazon Web Services | AWS
ML Fundamentals
How to Configure the AWS CLI | Amazon Web Services | AWS
deeplizard Intermediate 8y ago
How to Copy files to an EC2 instance | Amazon Web Services | AWS
ML Fundamentals
How to Copy files to an EC2 instance | Amazon Web Services | AWS
deeplizard Intermediate 8y ago
How to create an EC2 Instance | Amazon Web Services | AWS
ML Fundamentals
How to create an EC2 Instance | Amazon Web Services | AWS
deeplizard Intermediate 8y ago
How to create and manage a user with IAM | Amazon Web Services | AWS
ML Fundamentals
How to create and manage a user with IAM | Amazon Web Services | AWS
deeplizard Intermediate 8y ago
How to SSH to EC2 instance | Amazon Web Services | AWS
ML Fundamentals
How to SSH to EC2 instance | Amazon Web Services | AWS
deeplizard Intermediate 8y ago
How to create an elastic IP address for EC2 instance | Amazon Web Services | AWS
ML Fundamentals
How to create an elastic IP address for EC2 instance | Amazon Web Services | AWS
deeplizard Intermediate 8y ago
How to create firewall rules with Security Groups | Amazon Web Services | AWS
ML Fundamentals
How to create firewall rules with Security Groups | Amazon Web Services | AWS
deeplizard Intermediate 8y ago
How to register a domain with Route 53 | Amazon Web Services | AWS
ML Fundamentals
How to register a domain with Route 53 | Amazon Web Services | AWS
deeplizard Intermediate 8y ago
Train an artificial neural network with Keras
ML Fundamentals
Train an artificial neural network with Keras
deeplizard Intermediate 8y ago
Build a validation set with Keras
ML Fundamentals
Build a validation set with Keras
deeplizard Intermediate 8y ago
Data augmentation with Keras
ML Fundamentals
Data augmentation with Keras
deeplizard Intermediate 8y ago
Make predictions with an artificial neural network using Keras
ML Fundamentals
Make predictions with an artificial neural network using Keras
deeplizard Intermediate 8y ago
Fine-tune VGG16 Image Classifier with Keras | Part 3: Predict
ML Fundamentals
Fine-tune VGG16 Image Classifier with Keras | Part 3: Predict
deeplizard Intermediate 8y ago
Fine-tune VGG16 Image Classifier with Keras | Part 2: Train
ML Fundamentals
Fine-tune VGG16 Image Classifier with Keras | Part 2: Train
deeplizard Intermediate 8y ago
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