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49 lessons

📐 ML Fundamentals

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

All ▶ YouTube 184,433📚 Coursera 16,185
How to learn programming and CS in the AI hype era – interview with prof Mark Mahoney [Podcast #215]
ML Fundamentals
How to learn programming and CS in the AI hype era – interview with prof Mark Mahoney [Podcast #215]
freeCodeCamp.org Beginner 4d ago
Discrete Mathematics Course for Beginners
ML Fundamentals
Discrete Mathematics Course for Beginners
freeCodeCamp.org Beginner 5mo ago
Essential Machine Learning and AI Concepts Animated
ML Fundamentals
Essential Machine Learning and AI Concepts Animated
freeCodeCamp.org Beginner 11mo ago
Intro to Machine Learning featuring Generative AI
ML Fundamentals
Intro to Machine Learning featuring Generative AI
freeCodeCamp.org Beginner 1y ago
Linear Algebra for Machine Learning
ML Fundamentals
Linear Algebra for Machine Learning
freeCodeCamp.org Beginner 1y ago
AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science
ML Fundamentals
AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science
freeCodeCamp.org Beginner 1y ago
AWS Certified AI Practitioner (AIF-C01) – Full Course to PASS the Certification Exam
ML Fundamentals
AWS Certified AI Practitioner (AIF-C01) – Full Course to PASS the Certification Exam
freeCodeCamp.org Beginner 1y ago
Kaggle Data Science Competition Course – Solve Three Challenges Step-by-Step
ML Fundamentals
Kaggle Data Science Competition Course – Solve Three Challenges Step-by-Step
freeCodeCamp.org Beginner 1y ago
CUDA Programming Course – High-Performance Computing with GPUs
ML Fundamentals
CUDA Programming Course – High-Performance Computing with GPUs
freeCodeCamp.org Beginner 1y ago
Machine Learning in JavaScript with ml5.js
ML Fundamentals
Machine Learning in JavaScript with ml5.js
freeCodeCamp.org Beginner 1y ago
How to get Machine Learning Skills without doing a PhD in Math [Podcast #133 with Daniel Bourke]
ML Fundamentals
How to get Machine Learning Skills without doing a PhD in Math [Podcast #133 with Daniel Bourke]
freeCodeCamp.org Beginner 1y ago
How to Outsmart AI as a Developer with Dr. Chuck [Podcast #127]
ML Fundamentals
How to Outsmart AI as a Developer with Dr. Chuck [Podcast #127]
freeCodeCamp.org Beginner 1y ago
Linear Algebra Course – Mathematics for Machine Learning and Generative AI
ML Fundamentals
Linear Algebra Course – Mathematics for Machine Learning and Generative AI
freeCodeCamp.org Beginner 1y ago
Deep Learning Course for Beginners
ML Fundamentals
Deep Learning Course for Beginners
freeCodeCamp.org Beginner 1y ago
Understanding AI from Scratch – Neural Networks Course
ML Fundamentals
Understanding AI from Scratch – Neural Networks Course
freeCodeCamp.org Beginner 2y ago
Machine Learning in 2024 – Beginner's Course
ML Fundamentals
Machine Learning in 2024 – Beginner's Course
freeCodeCamp.org Beginner 2y ago
Deep Learning Interview Prep Course
ML Fundamentals
Deep Learning Interview Prep Course
freeCodeCamp.org Beginner 2y ago
Machine Learning with Python and Scikit-Learn – Full Course
ML Fundamentals
Machine Learning with Python and Scikit-Learn – Full Course
freeCodeCamp.org Beginner 2y ago
Machine Learning & Neural Networks without Libraries – No Black Box Course
ML Fundamentals
Machine Learning & Neural Networks without Libraries – No Black Box Course
freeCodeCamp.org Beginner 2y ago
Hot Dog or Not Hot Dog – Convolutional Neural Network Course for Beginners
ML Fundamentals
Hot Dog or Not Hot Dog – Convolutional Neural Network Course for Beginners
freeCodeCamp.org Beginner 2y ago
Machine Learning Foundations Course – Regression Analysis
ML Fundamentals
Machine Learning Foundations Course – Regression Analysis
freeCodeCamp.org Beginner 2y ago
No Black Box Machine Learning Course – Learn Without Libraries
ML Fundamentals
No Black Box Machine Learning Course – Learn Without Libraries
freeCodeCamp.org Beginner 2y ago
Data Science Job Interview – Full Mock Interview
ML Fundamentals
Data Science Job Interview – Full Mock Interview
freeCodeCamp.org Beginner 3y ago
LaTeX – Full Tutorial for Beginners
ML Fundamentals
LaTeX – Full Tutorial for Beginners
freeCodeCamp.org Beginner 3y ago
MATLAB Crash Course for Beginners
ML Fundamentals
MATLAB Crash Course for Beginners
freeCodeCamp.org Beginner 3y ago
PyTorch for Deep Learning & Machine Learning – Full Course
ML Fundamentals
PyTorch for Deep Learning & Machine Learning – Full Course
freeCodeCamp.org Beginner 3y ago
Machine Learning for Everybody – Full Course
ML Fundamentals
Machine Learning for Everybody – Full Course
freeCodeCamp.org Beginner 3y ago
Think Like a Computer Science Professor
ML Fundamentals
Think Like a Computer Science Professor
freeCodeCamp.org Beginner 3y ago
Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
ML Fundamentals
Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
freeCodeCamp.org Beginner 3y ago
Gradio Course - Create User Interfaces for Machine Learning Models
ML Fundamentals
Gradio Course - Create User Interfaces for Machine Learning Models
freeCodeCamp.org Beginner 4y ago
TensorFlow for Computer Vision Course - Full Python Tutorial for Beginners
ML Fundamentals
TensorFlow for Computer Vision Course - Full Python Tutorial for Beginners
freeCodeCamp.org Beginner 4y ago
Machine Learning Course for Beginners
ML Fundamentals
Machine Learning Course for Beginners
freeCodeCamp.org Beginner 4y ago
Reinforcement Learning Course: Intro to Advanced Actor Critic Methods
ML Fundamentals
Reinforcement Learning Course: Intro to Advanced Actor Critic Methods
freeCodeCamp.org Beginner 4y ago
Azure AI Fundamentals Certification (AI-900) - Full Course to PASS the Exam
ML Fundamentals
Azure AI Fundamentals Certification (AI-900) - Full Course to PASS the Exam
freeCodeCamp.org Beginner 4y ago
Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis
ML Fundamentals
Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis
freeCodeCamp.org Beginner 4y ago
Scikit-learn Crash Course - Machine Learning Library for Python
ML Fundamentals
Scikit-learn Crash Course - Machine Learning Library for Python
freeCodeCamp.org Beginner 5y ago
PyTorch Basics and Gradient Descent | Deep Learning with PyTorch: Zero to GANs | Part 1 of 6
ML Fundamentals
PyTorch Basics and Gradient Descent | Deep Learning with PyTorch: Zero to GANs | Part 1 of 6
freeCodeCamp.org Beginner 5y ago
Practical Deep Learning for Coders - Full Course from fast.ai and Jeremy Howard
ML Fundamentals
Practical Deep Learning for Coders - Full Course from fast.ai and Jeremy Howard
freeCodeCamp.org Beginner 5y ago
Calculus 2 - Full College Course
ML Fundamentals
Calculus 2 - Full College Course
freeCodeCamp.org Beginner 5y ago
Precalculus Course
ML Fundamentals
Precalculus Course
freeCodeCamp.org Beginner 5y ago
Scikit-Learn Course - Machine Learning in Python Tutorial
ML Fundamentals
Scikit-Learn Course - Machine Learning in Python Tutorial
freeCodeCamp.org Beginner 5y ago
Deep Learning with PyTorch Live Course - Training Deep Neural Networks on GPUs (Part 3 of 6)
ML Fundamentals
Deep Learning with PyTorch Live Course - Training Deep Neural Networks on GPUs (Part 3 of 6)
freeCodeCamp.org Beginner 5y ago
Deep Learning with PyTorch Live Course - Working with Images & Logistic Regression (Part 2 of 6)
ML Fundamentals
Deep Learning with PyTorch Live Course - Working with Images & Logistic Regression (Part 2 of 6)
freeCodeCamp.org Beginner 5y ago
Deep Learning with PyTorch Live Course - Tensors, Gradient Descent & Linear Regression (Part 1 of 6)
ML Fundamentals
Deep Learning with PyTorch Live Course - Tensors, Gradient Descent & Linear Regression (Part 1 of 6)
freeCodeCamp.org Beginner 5y ago
Machine Learning on JavaScript
ML Fundamentals
Machine Learning on JavaScript
freeCodeCamp.org Beginner 7y ago
Machine Learning without the Hype
ML Fundamentals
Machine Learning without the Hype
freeCodeCamp.org Beginner 7y ago
Panel: Artificial Intelligence and Machine Learning
ML Fundamentals
Panel: Artificial Intelligence and Machine Learning
freeCodeCamp.org Beginner 7y ago
A Gentle Introduction to Data Science - talk by Marc Garcia
ML Fundamentals
A Gentle Introduction to Data Science - talk by Marc Garcia
freeCodeCamp.org Beginner 8y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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What is Product Lifecycle Management?
📚 Coursera Course ↗
Self-paced
What is Product Lifecycle Management?
Opens on Coursera ↗
Digital Signal Processing 2: Filtering
📚 Coursera Course ↗
Self-paced
Digital Signal Processing 2: Filtering
Opens on Coursera ↗
AI for Healthcare
📚 Coursera Course ↗
Self-paced
AI for Healthcare
Opens on Coursera ↗
Machine Learning with Implementation in Java
📚 Coursera Course ↗
Self-paced
Machine Learning with Implementation in Java
Opens on Coursera ↗
Advanced Deep Learning Methods for Healthcare
📚 Coursera Course ↗
Self-paced
Advanced Deep Learning Methods for Healthcare
Opens on Coursera ↗
Python Fundamentals and Data Science Essentials
📚 Coursera Course ↗
Self-paced
Python Fundamentals and Data Science Essentials
Opens on Coursera ↗