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
Tutorial 29- Why Use Recurrent Neural Network and Its Application
ML Fundamentals
Tutorial 29- Why Use Recurrent Neural Network and Its Application
Krish Naik Beginner 6y ago
PyTorch Tutorial 03 - Gradient Calculation With Autograd
ML Fundamentals ⚡ AI Lesson
PyTorch Tutorial 03 - Gradient Calculation With Autograd
Patrick Loeber Beginner 6y ago
Deep Learning for Coders Study Group - Session #1
ML Fundamentals ⚡ AI Lesson
Deep Learning for Coders Study Group - Session #1
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
How to Know with Celeste Kidd - #330
ML Fundamentals ⚡ AI Lesson
How to Know with Celeste Kidd - #330
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Computer science in frontend development?
ML Fundamentals
Computer science in frontend development?
Fun Fun Function Beginner 6y ago
Tutorial 27- Create CNN Model and Optimize using Keras Tuner- Deep Learning
ML Fundamentals
Tutorial 27- Create CNN Model and Optimize using Keras Tuner- Deep Learning
Krish Naik Beginner 6y ago
Optimizing Neural Network Structures with Keras-Tuner
ML Fundamentals ⚡ AI Lesson
Optimizing Neural Network Structures with Keras-Tuner
sentdex Beginner 6y ago
Erlang Programming Language - Computerphile
ML Fundamentals ⚡ AI Lesson
Erlang Programming Language - Computerphile
Computerphile Beginner 6y ago
Rohit Prasad: Deep Learning is Not Enough to Solve Reasoning | AI Podcast Clips
ML Fundamentals
Rohit Prasad: Deep Learning is Not Enough to Solve Reasoning | AI Podcast Clips
Lex Fridman Beginner 6y ago
PyTorch Tutorial 02 - Tensor Basics
ML Fundamentals
PyTorch Tutorial 02 - Tensor Basics
Patrick Loeber Beginner 6y ago
Jumpstart Your ML Project
ML Fundamentals ⚡ AI Lesson
Jumpstart Your ML Project
Data Skeptic Beginner 6y ago
How Machine Learning Drives the Deceptive World of Deepfakes
ML Fundamentals
How Machine Learning Drives the Deceptive World of Deepfakes
Seeker Beginner 6y ago
Evolutionary Powell's method: A discrete optimizer for hyperparameter optimization
ML Fundamentals
Evolutionary Powell's method: A discrete optimizer for hyperparameter optimization
Brandon Rohrer Beginner 6y ago
Rust Async/Await - Building a Web Crawler with Surf and Async-Std
ML Fundamentals
Rust Async/Await - Building a Web Crawler with Surf and Async-Std
Tensor Programming Beginner 6y ago
Master of Machine learning and Data Science - Imperial College London
ML Fundamentals
Master of Machine learning and Data Science - Imperial College London
Coursera Beginner 6y ago
Math Needed for Mastering Data Science
ML Fundamentals
Math Needed for Mastering Data Science
Ken Jee Beginner 6y ago
Machine Learning Fundamentals: Sensitivity and Specificity
ML Fundamentals
Machine Learning Fundamentals: Sensitivity and Specificity
StatQuest with Josh Starmer Beginner 6y ago
Noam Chomsky: Deep Learning is Useful but It Doesn't Tell You Anything about Human Language
ML Fundamentals
Noam Chomsky: Deep Learning is Useful but It Doesn't Tell You Anything about Human Language
Lex Fridman Beginner 6y ago
Ancient Text Restoration
ML Fundamentals ⚡ AI Lesson
Ancient Text Restoration
Data Skeptic Beginner 6y ago
SEO Beyond Google: How to Rank On The Best Alternative Search Engine | YouTube SEO
ML Fundamentals
SEO Beyond Google: How to Rank On The Best Alternative Search Engine | YouTube SEO
Neil Patel Beginner 6y ago
Introducción a las redes neuronales convolucionales (ML Zero to Hero, parte 3)
ML Fundamentals ⚡ AI Lesson
Introducción a las redes neuronales convolucionales (ML Zero to Hero, parte 3)
TensorFlow Beginner 6y ago
Computer vision básica con ML (ML Zero to Hero, parte 2)
ML Fundamentals ⚡ AI Lesson
Computer vision básica con ML (ML Zero to Hero, parte 2)
TensorFlow Beginner 6y ago
The Truth Behind Matrix Multiplication :  Data Science Basics
ML Fundamentals
The Truth Behind Matrix Multiplication : Data Science Basics
ritvikmath Beginner 6y ago
Using Deep Learning to Predict Wildfires with Feng Yan - #329
ML Fundamentals ⚡ AI Lesson
Using Deep Learning to Predict Wildfires with Feng Yan - #329
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Should We Use Machine Learning or Deep Learning For Data Science Project?
ML Fundamentals
Should We Use Machine Learning or Deep Learning For Data Science Project?
Krish Naik Beginner 6y ago
Machine Learning Project Vs Deep Learning Project
ML Fundamentals
Machine Learning Project Vs Deep Learning Project
Krish Naik Beginner 6y ago
Tutorial 26- Create Image Dataset using Data Augmentation using Keras-Deep Learning-Data Science
ML Fundamentals
Tutorial 26- Create Image Dataset using Data Augmentation using Keras-Deep Learning-Data Science
Krish Naik Beginner 6y ago
Tutorial 25- Data Augmentation In CNN-Deep Learning
ML Fundamentals
Tutorial 25- Data Augmentation In CNN-Deep Learning
Krish Naik Beginner 6y ago
TWiML x Fast ai Deep Learning Part 2 Study Group - Lesson 17
ML Fundamentals ⚡ AI Lesson
TWiML x Fast ai Deep Learning Part 2 Study Group - Lesson 17
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Helping Fish Farmers Feed the World with Deep Learning w/ Bryton Shang - #327
ML Fundamentals ⚡ AI Lesson
Helping Fish Farmers Feed the World with Deep Learning w/ Bryton Shang - #327
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Metaflow, a Human-Centric Framework for Data Science with Ville Tuulos - #326
ML Fundamentals ⚡ AI Lesson
Metaflow, a Human-Centric Framework for Data Science with Ville Tuulos - #326
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
PyTorch Tutorial 01 - Installation
ML Fundamentals
PyTorch Tutorial 01 - Installation
Patrick Loeber Beginner 6y ago
Anaconda Tutorial - Installation and Basic Commands
ML Fundamentals ⚡ AI Lesson
Anaconda Tutorial - Installation and Basic Commands
Patrick Loeber Beginner 6y ago
Data Scientist Vs Machine Learning Researcher Vs Machine Learning Engineer
ML Fundamentals
Data Scientist Vs Machine Learning Researcher Vs Machine Learning Engineer
Krish Naik Beginner 6y ago
K-Means Clustering in Python - Machine Learning From Scratch 12 - Python Tutorial
ML Fundamentals ⚡ AI Lesson
K-Means Clustering in Python - Machine Learning From Scratch 12 - Python Tutorial
Patrick Loeber Beginner 6y ago
PCA (Principal Component Analysis) in Python - Machine Learning From Scratch 11 - Python Tutorial
ML Fundamentals
PCA (Principal Component Analysis) in Python - Machine Learning From Scratch 11 - Python Tutorial
Patrick Loeber Beginner 6y ago
Noam Chomsky: Language, Cognition, and Deep Learning | Lex Fridman Podcast #53
ML Fundamentals
Noam Chomsky: Language, Cognition, and Deep Learning | Lex Fridman Podcast #53
Lex Fridman Beginner 6y ago
Gilbert Strang: Why People Like Math
ML Fundamentals
Gilbert Strang: Why People Like Math
Lex Fridman Beginner 6y ago
Gilbert Strang: Singular Value Decomposition
ML Fundamentals
Gilbert Strang: Singular Value Decomposition
Lex Fridman Beginner 6y ago
Gilbert Strang: MIT OpenCourseWare (OCW)
ML Fundamentals ⚡ AI Lesson
Gilbert Strang: MIT OpenCourseWare (OCW)
Lex Fridman Beginner 6y ago
Gilbert Strang: Teaching Math by Example
ML Fundamentals ⚡ AI Lesson
Gilbert Strang: Teaching Math by Example
Lex Fridman Beginner 6y ago
Introducción a Machine Learning (ML Zero to Hero, parte 1)
ML Fundamentals ⚡ AI Lesson
Introducción a Machine Learning (ML Zero to Hero, parte 1)
TensorFlow Beginner 6y ago
Construye un clasificador de imagen (ML Zero to Hero, parte 4)
ML Fundamentals ⚡ AI Lesson
Construye un clasificador de imagen (ML Zero to Hero, parte 4)
TensorFlow Beginner 6y ago
Random Forest in Python - Machine Learning From Scratch 10 - Python Tutorial
ML Fundamentals
Random Forest in Python - Machine Learning From Scratch 10 - Python Tutorial
Patrick Loeber Beginner 6y ago
ML Ops
ML Fundamentals ⚡ AI Lesson
ML Ops
Data Skeptic Beginner 6y ago
Gilbert Strang: Four Fundamental Subspaces of Linear Algebra
ML Fundamentals
Gilbert Strang: Four Fundamental Subspaces of Linear Algebra
Lex Fridman Beginner 6y ago
Gilbert Strang: Linear Algebra vs Calculus
ML Fundamentals
Gilbert Strang: Linear Algebra vs Calculus
Lex Fridman Beginner 6y ago
AI VS ML VS DL VS Data Science
ML Fundamentals
AI VS ML VS DL VS Data Science
Krish Naik Beginner 6y ago
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Probability & Statistics for Machine Learning & Data Science
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Probability & Statistics for Machine Learning & Data Science
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Application of AI, InsurTech, and Real Estate Technology
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Application of AI, InsurTech, and Real Estate Technology
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Introduction to Embedded Machine Learning
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Introduction to Embedded Machine Learning
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Neural Networks and Random Forests
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Neural Networks and Random Forests
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Deep Learning with PyTorch : Siamese Network
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Deep Learning with PyTorch : Siamese Network
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Applied Math for Materials Science and Engineering
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Applied Math for Materials Science and Engineering
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