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
Hyperparameter Tuning and Experimenting - Training Deep Neural Networks
ML Fundamentals
Hyperparameter Tuning and Experimenting - Training Deep Neural Networks
deeplizard Intermediate 6y ago
Phoenix Realtime Chat Application - Channels, Presence, and Ecto Relations - Part 3
ML Fundamentals
Phoenix Realtime Chat Application - Channels, Presence, and Ecto Relations - Part 3
Tensor Programming Intermediate 6y ago
Finding an outlier in a dataset using Python
ML Fundamentals
Finding an outlier in a dataset using Python
Krish Naik Intermediate 6y ago
Diabetes Prediction using Machine Learning from Kaggle
ML Fundamentals
Diabetes Prediction using Machine Learning from Kaggle
Krish Naik Intermediate 6y ago
ASU's Online Master of Computer Science [Admissions Q&A - July 11]
ML Fundamentals
ASU's Online Master of Computer Science [Admissions Q&A - July 11]
Coursera Intermediate 6y ago
Simulation and Synthetic Data for Computer Vision with Batu Arisoy - TWiML Talk #281
ML Fundamentals
Simulation and Synthetic Data for Computer Vision with Batu Arisoy - TWiML Talk #281
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
Phoenix Realtime Chat Application - Authentication, Sessions and Plugs - Part 2
ML Fundamentals
Phoenix Realtime Chat Application - Authentication, Sessions and Plugs - Part 2
Tensor Programming Intermediate 6y ago
My first week running an online business
ML Fundamentals
My first week running an online business
Daniel Bourke Intermediate 6y ago
The world's worst video card?
ML Fundamentals
The world's worst video card?
Ben Eater Intermediate 6y ago
Free Kick Goal
ML Fundamentals
Free Kick Goal
Skip Price Intermediate 6y ago
Low Spec Gaming - Computerphile
ML Fundamentals
Low Spec Gaming - Computerphile
Computerphile Intermediate 6y ago
CNN Training Loop Explained - Neural Network Code Project
ML Fundamentals
CNN Training Loop Explained - Neural Network Code Project
deeplizard Intermediate 6y ago
Inside TensorFlow: Functions, not sessions
ML Fundamentals
Inside TensorFlow: Functions, not sessions
TensorFlow Intermediate 6y ago
Can You Swim in Shade Balls?
ML Fundamentals
Can You Swim in Shade Balls?
Veritasium Intermediate 6y ago
Computing With Art - Computerphile
ML Fundamentals
Computing With Art - Computerphile
Computerphile Intermediate 6y ago
Inside TensorFlow: Resources and Variants
ML Fundamentals
Inside TensorFlow: Resources and Variants
TensorFlow Intermediate 6y ago
ASU's Online Master of Computer Science - Special Webinar - May 2019
ML Fundamentals
ASU's Online Master of Computer Science - Special Webinar - May 2019
Coursera Intermediate 6y ago
Snorkel: A System for Fast Training Data Creation with Alex Ratner - TWiML Talk #270
ML Fundamentals
Snorkel: A System for Fast Training Data Creation with Alex Ratner - TWiML Talk #270
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
How do CRCs work?
ML Fundamentals
How do CRCs work?
Ben Eater Intermediate 6y ago
How to choose number of hidden layers and nodes in Neural Network
ML Fundamentals
How to choose number of hidden layers and nodes in Neural Network
Krish Naik Intermediate 6y ago
Why, How and When to Scale Features in Machine Learning?
ML Fundamentals
Why, How and When to Scale Features in Machine Learning?
Krish Naik Intermediate 6y ago
Credit card Risk Assessment using Machine Learning
ML Fundamentals
Credit card Risk Assessment using Machine Learning
Krish Naik Intermediate 6y ago
Phoenix Realtime Chat Application - Setting Up CRUD - Part 1
ML Fundamentals
Phoenix Realtime Chat Application - Setting Up CRUD - Part 1
Tensor Programming Intermediate 6y ago
DNA Sequencing Classifier using  Machine Learning
ML Fundamentals
DNA Sequencing Classifier using Machine Learning
Krish Naik Intermediate 6y ago
Hyperparameter Optimization for Xgboost
ML Fundamentals
Hyperparameter Optimization for Xgboost
Krish Naik Intermediate 6y ago
Credit Card Fraud Detection using Machine Learning from Kaggle
ML Fundamentals
Credit Card Fraud Detection using Machine Learning from Kaggle
Krish Naik Intermediate 6y ago
Voting Classifier(Hard Voting and Soft Voting Classifier)
ML Fundamentals
Voting Classifier(Hard Voting and Soft Voting Classifier)
Krish Naik Intermediate 6y ago
Stock Sentiment Analysis using News Headlines
ML Fundamentals
Stock Sentiment Analysis using News Headlines
Krish Naik Intermediate 6y ago
Predicting Lungs Disease using Deep Learning
ML Fundamentals
Predicting Lungs Disease using Deep Learning
Krish Naik Intermediate 6y ago
Predicting Heart Disease using Machine Learning
ML Fundamentals
Predicting Heart Disease using Machine Learning
Krish Naik Intermediate 6y ago
Deployment of Deep Learning Model using Flask
ML Fundamentals
Deployment of Deep Learning Model using Flask
Krish Naik Intermediate 6y ago
Deploy Machine Learning Model using Flask
ML Fundamentals
Deploy Machine Learning Model using Flask
Krish Naik Intermediate 6y ago
ChangeNotifiers and Provider - Live Coding with Flutter
ML Fundamentals
ChangeNotifiers and Provider - Live Coding with Flutter
Tensor Programming Intermediate 6y ago
Building Animated Buttons with Flare - Live Coding with Flutter
ML Fundamentals
Building Animated Buttons with Flare - Live Coding with Flutter
Tensor Programming Intermediate 6y ago
Dealing with Dynamic Data - Computerphile
ML Fundamentals
Dealing with Dynamic Data - Computerphile
Computerphile Intermediate 6y ago
Flutter YouTube Video Application - Live Coding with Flutter
ML Fundamentals
Flutter YouTube Video Application - Live Coding with Flutter
Tensor Programming Intermediate 6y ago
PiDP-11 Retro Computer Build - Computerphile
ML Fundamentals
PiDP-11 Retro Computer Build - Computerphile
Computerphile Intermediate 6y ago
Inside TensorFlow: Summaries and TensorBoard
ML Fundamentals
Inside TensorFlow: Summaries and TensorBoard
TensorFlow Intermediate 6y ago
Live Coding in Flutter - Background Notifications and Alarms
ML Fundamentals
Live Coding in Flutter - Background Notifications and Alarms
Tensor Programming Intermediate 6y ago
Live Coding with Rust - Building a Git Command Line Tool
ML Fundamentals
Live Coding with Rust - Building a Git Command Line Tool
Tensor Programming Intermediate 6y ago
Dance Like, an app that helps users learn how to dance using machine learning
ML Fundamentals
Dance Like, an app that helps users learn how to dance using machine learning
TensorFlow Intermediate 6y ago
Diagnostic Visualization for Machine Learning with YellowBrick w/ Rebecca Bilbro - TWiML Talk #264
ML Fundamentals
Diagnostic Visualization for Machine Learning with YellowBrick w/ Rebecca Bilbro - TWiML Talk #264
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
JSON, not Jason - Computerphile
ML Fundamentals
JSON, not Jason - Computerphile
Computerphile Intermediate 6y ago
Machine Learning Magic for Your JavaScript Application (Google I/O'19)
ML Fundamentals
Machine Learning Magic for Your JavaScript Application (Google I/O'19)
TensorFlow Intermediate 6y ago
High-Level APIs in TensorFlow 2.0 (TensorFlow Meets)
ML Fundamentals
High-Level APIs in TensorFlow 2.0 (TensorFlow Meets)
TensorFlow Intermediate 6y ago
GUI: Under the Hood - Computerphile
ML Fundamentals
GUI: Under the Hood - Computerphile
Computerphile Intermediate 6y ago
How Password Managers Work - Computerphile
ML Fundamentals
How Password Managers Work - Computerphile
Computerphile Intermediate 6y ago
Live Coding with Rust and Actix
ML Fundamentals
Live Coding with Rust and Actix
Tensor Programming Intermediate 6y ago
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