Foundations

ML Fundamentals

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

8507
lessons
Replicating Airbnb's Machine Learning Powered Amenity Detection Project | Code Walkthrough (live)
📐 ML Fundamentals
Replicating Airbnb's Machine Learning Powered Amenity Detection Project | Code Walkthrough (live)
Daniel Bourke Beginner 6y ago
Python Tutorial: Dealing with categorical features
📐 ML Fundamentals
Python Tutorial: Dealing with categorical features
DataCamp Beginner 6y ago
Python Tutorial: Numeric variables
📐 ML Fundamentals
Python Tutorial: Numeric variables
DataCamp Beginner 6y ago
Brandon Rohrer — Machine Learning in Production for Robots
📐 ML Fundamentals
Brandon Rohrer — Machine Learning in Production for Robots
Weights & Biases Beginner 6y ago
Every model I build has to answer 1 simple question | Airbnb Machine Learning Project Part 5
📐 ML Fundamentals
Every model I build has to answer 1 simple question | Airbnb Machine Learning Project Part 5
Daniel Bourke Beginner 6y ago
My Laptop Lenovo Legion Y 540 Unboxing For Deep Learning! Important Message At The Last
📐 ML Fundamentals
My Laptop Lenovo Legion Y 540 Unboxing For Deep Learning! Important Message At The Last
Krish Naik Beginner 6y ago
Deep Learning for Coders Study Group - Session #10
📐 ML Fundamentals
Deep Learning for Coders Study Group - Session #10
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
The Best Free Data Science Courses Nobody is Talking About
📐 ML Fundamentals
The Best Free Data Science Courses Nobody is Talking About
Ken Jee Beginner 6y ago
Comparing AGI and Traditional AI: Now and Beyond
📐 ML Fundamentals
Comparing AGI and Traditional AI: Now and Beyond
What's AI by Louis-François Bouchard Beginner 6y ago
Tutorial 41-Performance Metrics(ROC,AUC Curve) For Classification Problem In Machine Learning Part 2
📐 ML Fundamentals
Tutorial 41-Performance Metrics(ROC,AUC Curve) For Classification Problem In Machine Learning Part 2
Krish Naik Beginner 6y ago
What is NLP ? | Introduction to Natural Language Processing for Beginners | Machine Learning 12
📐 ML Fundamentals
What is NLP ? | Introduction to Natural Language Processing for Beginners | Machine Learning 12
What's AI by Louis-François Bouchard Beginner 6y ago
Secrets of a Kaggle Grandmaster with David Odaibo - #354
📐 ML Fundamentals
Secrets of a Kaggle Grandmaster with David Odaibo - #354
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Machine Learning Bootcamp Jakarta 2019
📐 ML Fundamentals
Machine Learning Bootcamp Jakarta 2019
Google for Developers Beginner 6y ago
Python Programmer Bootcamp: NEW Python Programming Course
📐 ML Fundamentals
Python Programmer Bootcamp: NEW Python Programming Course
365 Data Science Beginner 6y ago
Consciousness is an Explanation of What Already Has Been Computed (John Hopfield) | AI Podcast Clips
📐 ML Fundamentals
Consciousness is an Explanation of What Already Has Been Computed (John Hopfield) | AI Podcast Clips
Lex Fridman Beginner 6y ago
John Hopfield: Physics View of the Mind and Neurobiology | Lex Fridman Podcast #76
📐 ML Fundamentals
John Hopfield: Physics View of the Mind and Neurobiology | Lex Fridman Podcast #76
Lex Fridman Beginner 6y ago
This Neural Network Creates 3D Objects From Your Photos
📐 ML Fundamentals
This Neural Network Creates 3D Objects From Your Photos
Two Minute Papers Beginner 6y ago
The Problem with Data Science
📐 ML Fundamentals
The Problem with Data Science
Ken Jee Beginner 6y ago
Getting Started with Azure Machine Learning Studio
📐 ML Fundamentals
Getting Started with Azure Machine Learning Studio
The AI Guy Beginner 6y ago
Episode 4: Simple and Basic Binary Classification Metrics
📐 ML Fundamentals
Episode 4: Simple and Basic Binary Classification Metrics
Abhishek Thakur Beginner 6y ago
Heroes of Deep Learning: Yann LeCun and Ruslan Salakhutdinov on Getting Started
📐 ML Fundamentals
Heroes of Deep Learning: Yann LeCun and Ruslan Salakhutdinov on Getting Started
DeepLearningAI Beginner 6y ago
The Future Will Be Genetically Engineered
📐 ML Fundamentals
The Future Will Be Genetically Engineered
a16z Beginner 6y ago
Deploy machine learning model to production AWS (Amazon EC2 instance)
📐 ML Fundamentals
Deploy machine learning model to production AWS (Amazon EC2 instance)
codebasics Beginner 6y ago
Can Deepfake work on Anime?
📐 ML Fundamentals
Can Deepfake work on Anime?
bycloud Beginner 6y ago
Generating Poetic Texts with Recurrent Neural Networks in Python
📐 ML Fundamentals
Generating Poetic Texts with Recurrent Neural Networks in Python
NeuralNine Beginner 6y ago
Codebasics Live Q & A - Feb 19, 2020
📐 ML Fundamentals
Codebasics Live Q & A - Feb 19, 2020
codebasics Beginner 6y ago
Codility CyclicRotation Python
📐 ML Fundamentals
Codility CyclicRotation Python
Aladdin Persson Beginner 6y ago
Python Tutorial: Understand the data
📐 ML Fundamentals
Python Tutorial: Understand the data
DataCamp Beginner 6y ago
Python Tutorial: Introduction to IoT data
📐 ML Fundamentals
Python Tutorial: Introduction to IoT data
DataCamp Beginner 6y ago
Python Tutorial: Making time series stationary
📐 ML Fundamentals
Python Tutorial: Making time series stationary
DataCamp Beginner 6y ago
Python Tutorial: Introduction to time series and stationarity
📐 ML Fundamentals
Python Tutorial: Introduction to time series and stationarity
DataCamp Beginner 6y ago
R Tutorial: Wrapping up linear regression
📐 ML Fundamentals
R Tutorial: Wrapping up linear regression
DataCamp Beginner 6y ago
PySpark Tutorial: Where to Begin
📐 ML Fundamentals
PySpark Tutorial: Where to Begin
DataCamp Beginner 6y ago
R Tutorial: Handling missing data
📐 ML Fundamentals
R Tutorial: Handling missing data
DataCamp Beginner 6y ago
R Tutorial: Data normalization
📐 ML Fundamentals
R Tutorial: Data normalization
DataCamp Beginner 6y ago
R Tutorial: Model Validation, Model Fit, and Prediction
📐 ML Fundamentals
R Tutorial: Model Validation, Model Fit, and Prediction
DataCamp Beginner 6y ago
Python Tutorial: Decision-Tree for Regression
📐 ML Fundamentals
Python Tutorial: Decision-Tree for Regression
DataCamp Beginner 6y ago
Custom Ensemble Approach To Solve Machine Learning Problems
📐 ML Fundamentals
Custom Ensemble Approach To Solve Machine Learning Problems
Krish Naik Beginner 6y ago
R Tutorial: Bivariate graphics
📐 ML Fundamentals
R Tutorial: Bivariate graphics
DataCamp Beginner 6y ago
Python Tutorial: Machine Learning modeling steps
📐 ML Fundamentals
Python Tutorial: Machine Learning modeling steps
DataCamp Beginner 6y ago
What is Backpropagation | Artificial Intelligence & Machine Learning Basics for Beginners 11
📐 ML Fundamentals
What is Backpropagation | Artificial Intelligence & Machine Learning Basics for Beginners 11
What's AI by Louis-François Bouchard Beginner 6y ago
Metric Elicitation and Robust Distributed Learning with Sanmi Koyejo - #352
📐 ML Fundamentals
Metric Elicitation and Robust Distributed Learning with Sanmi Koyejo - #352
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
What is Statistics? (Michael I. Jordan) | AI Podcast Clips
📐 ML Fundamentals
What is Statistics? (Michael I. Jordan) | AI Podcast Clips
Lex Fridman Beginner 6y ago
High-Dimensional Robust Statistics with Ilias Diakonikolas - #351
📐 ML Fundamentals
High-Dimensional Robust Statistics with Ilias Diakonikolas - #351
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
What is Clustering | Introduction to Machine Learning for beginners | The Most Used Terms 10
📐 ML Fundamentals
What is Clustering | Introduction to Machine Learning for beginners | The Most Used Terms 10
What's AI by Louis-François Bouchard Beginner 6y ago
What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
📐 ML Fundamentals
What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
What's AI by Louis-François Bouchard Beginner 6y ago
How To Learn Maths For Data Science By Self Study And For Free
📐 ML Fundamentals
How To Learn Maths For Data Science By Self Study And For Free
Krish Naik Beginner 6y ago
How To Learn Statistics By Self Study And For Free
📐 ML Fundamentals
How To Learn Statistics By Self Study And For Free
Krish Naik Beginner 6y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Calculus: Single Variable Part 3 - Integration
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Self-paced
Calculus: Single Variable Part 3 - Integration
Opens on Coursera ↗
Chatbots for Beginners: A Complete Guide to Build Chatbots
📚 Coursera Course ↗
Self-paced
Chatbots for Beginners: A Complete Guide to Build Chatbots
Opens on Coursera ↗
Python Essentials for MLOps
📚 Coursera Course ↗
Self-paced
Python Essentials for MLOps
Opens on Coursera ↗
Predict Baby Weight with TensorFlow on AI Platform
📚 Coursera Course ↗
Self-paced
Predict Baby Weight with TensorFlow on AI Platform
Opens on Coursera ↗
Linear Regression with Python
📚 Coursera Course ↗
Self-paced
Linear Regression with Python
Opens on Coursera ↗
Breast Cancer Prediction Using Machine Learning
📚 Coursera Course ↗
Self-paced
Breast Cancer Prediction Using Machine Learning
Opens on Coursera ↗