Foundations

ML Fundamentals

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

8509
lessons
Exploring Dark Energy & Star Formation w/ ML with Viviana Acquaviva - TWiML Talk #184
ML Fundamentals
Exploring Dark Energy & Star Formation w/ ML with Viviana Acquaviva - TWiML Talk #184
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Creating PyTorch Tensors for Deep Learning - Best Options
ML Fundamentals
Creating PyTorch Tensors for Deep Learning - Best Options
deeplizard Beginner 7y ago
Race Melodrama and Minstrel Shows: Crash Course Theater #30
ML Fundamentals
Race Melodrama and Minstrel Shows: Crash Course Theater #30
CrashCourse Beginner 7y ago
PyTorch Tensors Explained - Neural Network Programming
ML Fundamentals
PyTorch Tensors Explained - Neural Network Programming
deeplizard Beginner 7y ago
World's Biggest Drivable Hexapod Robot - Computerphile
ML Fundamentals
World's Biggest Drivable Hexapod Robot - Computerphile
Computerphile Beginner 7y ago
Machine Learning | What Is Machine Learning? | Introduction To Machine Learning | 2026 | Simplilearn
7:52
ML Fundamentals
Machine Learning | What Is Machine Learning? | Introduction To Machine Learning | 2026 | Simplilearn
Simplilearn Beginner 7y ago
Add TensorFlow Lite to your Android App (TensorFlow Tip of the Week)
ML Fundamentals
Add TensorFlow Lite to your Android App (TensorFlow Tip of the Week)
TensorFlow Beginner 7y ago
Cryptocurrency-predicting RNN Model - Deep Learning w/ Python, TensorFlow and Keras p.11
ML Fundamentals
Cryptocurrency-predicting RNN Model - Deep Learning w/ Python, TensorFlow and Keras p.11
sentdex Beginner 7y ago
Machine Learning Fundamentals: Bias and Variance
ML Fundamentals
Machine Learning Fundamentals: Bias and Variance
StatQuest with Josh Starmer Beginner 7y ago
Balancing RNN sequence data - Deep Learning w/ Python, TensorFlow and Keras p.10
ML Fundamentals
Balancing RNN sequence data - Deep Learning w/ Python, TensorFlow and Keras p.10
sentdex Beginner 7y ago
DeepMind's New AI Diagnoses Eye Conditions
ML Fundamentals
DeepMind's New AI Diagnoses Eye Conditions
Two Minute Papers Beginner 7y ago
University of Illinois Master of Computer Science: A top-ranked degree that fits your life
ML Fundamentals
University of Illinois Master of Computer Science: A top-ranked degree that fits your life
Coursera Beginner 7y ago
3. Convolutional Neural Networks
ML Fundamentals
3. Convolutional Neural Networks
Weights & Biases Beginner 7y ago
Biological Particle Identification and Tracking with Jay Newby - TWiML Talk #179
ML Fundamentals
Biological Particle Identification and Tracking with Jay Newby - TWiML Talk #179
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
My Vegetable Garden
ML Fundamentals
My Vegetable Garden
codebasics Beginner 7y ago
Building a Deep Learning Image Classifier | Learning Intelligence 43
ML Fundamentals
Building a Deep Learning Image Classifier | Learning Intelligence 43
Daniel Bourke Beginner 7y ago
Welcome to 365 Data Science
ML Fundamentals
Welcome to 365 Data Science
365 Data Science Beginner 7y ago
Data Science in Finance
ML Fundamentals
Data Science in Finance
CodeEmporium Beginner 7y ago
A demo of One Hot Encoding (TensorFlow Tip of the Week)
ML Fundamentals
A demo of One Hot Encoding (TensorFlow Tip of the Week)
TensorFlow Beginner 7y ago
Neural Networks: How Do Robots Teach Themselves?
ML Fundamentals
Neural Networks: How Do Robots Teach Themselves?
Seeker Beginner 7y ago
Simple Machine Learning With JavaScript - Brain.js
ML Fundamentals
Simple Machine Learning With JavaScript - Brain.js
Traversy Media Beginner 7y ago
Illustrated Guide to Recurrent Neural Networks: Understanding the Intuition
ML Fundamentals
Illustrated Guide to Recurrent Neural Networks: Understanding the Intuition
The AI Hacker Beginner 7y ago
2. Multi-Layer Perceptrons
ML Fundamentals
2. Multi-Layer Perceptrons
Weights & Biases Beginner 7y ago
Machine Learning Tutorial Python - 7: Training and Testing Data
ML Fundamentals
Machine Learning Tutorial Python - 7: Training and Testing Data
codebasics Beginner 7y ago
CNN Tensor Shape Explained - Convolutional Neural Networks and Feature Maps
ML Fundamentals
CNN Tensor Shape Explained - Convolutional Neural Networks and Feature Maps
deeplizard Beginner 7y ago
Normalizing and creating sequences Crypto RNN - Deep Learning w/ Python, TensorFlow and Keras p.9
ML Fundamentals
Normalizing and creating sequences Crypto RNN - Deep Learning w/ Python, TensorFlow and Keras p.9
sentdex Beginner 7y ago
Reinforcement Learning Series Intro - Syllabus Overview
ML Fundamentals
Reinforcement Learning Series Intro - Syllabus Overview
deeplizard Beginner 7y ago
Cryptocurrency-predicting RNN intro - Deep Learning w/ Python, TensorFlow and Keras p.8
ML Fundamentals
Cryptocurrency-predicting RNN intro - Deep Learning w/ Python, TensorFlow and Keras p.8
sentdex Beginner 7y ago
Rank, Axes, and Shape Explained - Tensors for Deep Learning
ML Fundamentals
Rank, Axes, and Shape Explained - Tensors for Deep Learning
deeplizard Beginner 7y ago
Tensors Explained - Data Structures of Deep Learning
ML Fundamentals
Tensors Explained - Data Structures of Deep Learning
deeplizard Beginner 7y ago
Self-driving neural network car in GTA V - Charles 2.0
ML Fundamentals
Self-driving neural network car in GTA V - Charles 2.0
sentdex Beginner 7y ago
CUDA Explained - Why Deep Learning uses GPUs
ML Fundamentals
CUDA Explained - Why Deep Learning uses GPUs
deeplizard Beginner 7y ago
Recurrent Neural Networks (RNN) - Deep Learning w/ Python, TensorFlow & Keras p.7
ML Fundamentals
Recurrent Neural Networks (RNN) - Deep Learning w/ Python, TensorFlow & Keras p.7
sentdex Beginner 7y ago
PyTorch Install - Quick and Easy
ML Fundamentals
PyTorch Install - Quick and Easy
deeplizard Beginner 7y ago
PyTorch Explained - Python Deep Learning Neural Network API
ML Fundamentals
PyTorch Explained - Python Deep Learning Neural Network API
deeplizard Beginner 7y ago
PyTorch Prerequisites - Syllabus for Neural Network Programming Course
ML Fundamentals
PyTorch Prerequisites - Syllabus for Neural Network Programming Course
deeplizard Beginner 7y ago
How to use your trained model - Deep Learning basics with Python, TensorFlow and Keras p.6
ML Fundamentals
How to use your trained model - Deep Learning basics with Python, TensorFlow and Keras p.6
sentdex Beginner 7y ago
OpenAI Five with Christy Dennison - TWiML Talk #176
ML Fundamentals
OpenAI Five with Christy Dennison - TWiML Talk #176
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Analyzing Models with TensorBoard - Deep Learning with Python, TensorFlow and Keras p.4
ML Fundamentals
Analyzing Models with TensorBoard - Deep Learning with Python, TensorFlow and Keras p.4
sentdex Beginner 7y ago
Affective Deep Learning Research (TensorFlow Meets)
ML Fundamentals
Affective Deep Learning Research (TensorFlow Meets)
TensorFlow Beginner 7y ago
Use TensorFlow to classify clothing images (Coding TensorFlow)
ML Fundamentals
Use TensorFlow to classify clothing images (Coding TensorFlow)
TensorFlow Beginner 7y ago
TensorFlow Meets with Laurence and his brain (TensorFlow Meets)
ML Fundamentals
TensorFlow Meets with Laurence and his brain (TensorFlow Meets)
TensorFlow Beginner 7y ago
Convolutional Neural Networks - Deep Learning basics with Python, TensorFlow and Keras p.3
ML Fundamentals
Convolutional Neural Networks - Deep Learning basics with Python, TensorFlow and Keras p.3
sentdex Beginner 7y ago
Dyad X Machina: bringing emotion into machine learning (TensorFlow Meets)
ML Fundamentals
Dyad X Machina: bringing emotion into machine learning (TensorFlow Meets)
TensorFlow Beginner 7y ago
ML for Understanding Satellite Imagery at Scale with Kyle Story - TWiML Talk #173
ML Fundamentals
ML for Understanding Satellite Imagery at Scale with Kyle Story - TWiML Talk #173
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Deep Learning with Python, TensorFlow, and Keras tutorial
ML Fundamentals
Deep Learning with Python, TensorFlow, and Keras tutorial
sentdex Beginner 7y ago
How to get your browser ready for TensorFlow (TensorFlow Tip of the Week)
ML Fundamentals
How to get your browser ready for TensorFlow (TensorFlow Tip of the Week)
TensorFlow Beginner 7y ago
Intro to ML: Course Overview
ML Fundamentals
Intro to ML: Course Overview
Weights & Biases Beginner 7y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Secure AI Systems Across Lifecycle Stages
📚 Coursera Course ↗
Self-paced
Secure AI Systems Across Lifecycle Stages
Opens on Coursera ↗
Calculus: Single Variable Part 4 - Applications
📚 Coursera Course ↗
Self-paced
Calculus: Single Variable Part 4 - Applications
Opens on Coursera ↗
Python Basics: Create a Guessing Number Game from Scratch
📚 Coursera Course ↗
Self-paced
Python Basics: Create a Guessing Number Game from Scratch
Opens on Coursera ↗
AI For Everyone
📚 Coursera Course ↗
Self-paced
AI For Everyone
Opens on Coursera ↗
Understand and Apply AI Fundamentals with AWS
📚 Coursera Course ↗
Self-paced
Understand and Apply AI Fundamentals with AWS
Opens on Coursera ↗
Image Captioning with TensorFlow & Streamlit
📚 Coursera Course ↗
Self-paced
Image Captioning with TensorFlow & Streamlit
Opens on Coursera ↗