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
La IA que dio VIDA a la Mona Lisa - Living Portraits
ML Fundamentals
La IA que dio VIDA a la Mona Lisa - Living Portraits
Dot CSV Beginner 6y ago
TensorFlow 1 vs TensorFlow 2: Is the new TF better?
ML Fundamentals
TensorFlow 1 vs TensorFlow 2: Is the new TF better?
365 Data Science Beginner 6y ago
CNN Training with Code Example - Neural Network Programming Course
ML Fundamentals ⚡ AI Lesson
CNN Training with Code Example - Neural Network Programming Course
deeplizard Beginner 6y ago
Deep Learning | What is Deep Learning? | Deep Learning Tutorial For Beginners | 2026 | Simplilearn
5:52
ML Fundamentals ⚡ AI Lesson
Deep Learning | What is Deep Learning? | Deep Learning Tutorial For Beginners | 2026 | Simplilearn
Simplilearn Beginner 6y ago
Machine Learning Algorithm- Which one to choose for your Problem?
ML Fundamentals
Machine Learning Algorithm- Which one to choose for your Problem?
Krish Naik Beginner 6y ago
Is Machine Learning Fake? Do Network Engineers need to learn ML?
ML Fundamentals
Is Machine Learning Fake? Do Network Engineers need to learn ML?
David Bombal Beginner 6y ago
CNN Output Size Formula - Bonus Neural Network Debugging Session
ML Fundamentals ⚡ AI Lesson
CNN Output Size Formula - Bonus Neural Network Debugging Session
deeplizard Beginner 6y ago
The Power of Swift for Machine Learning (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
The Power of Swift for Machine Learning (TensorFlow Meets)
TensorFlow Beginner 6y ago
Handle Categorical features using Python
ML Fundamentals
Handle Categorical features using Python
Krish Naik Beginner 6y ago
Are We Being Honest About How Difficult AI Really Is? w/ David Ferrucci - TWiML Talk #268
ML Fundamentals ⚡ AI Lesson
Are We Being Honest About How Difficult AI Really Is? w/ David Ferrucci - TWiML Talk #268
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Master Deep Learning Fundamentals with Andrew Ng on Coursera
ML Fundamentals
Master Deep Learning Fundamentals with Andrew Ng on Coursera
Coursera Beginner 6y ago
Ones To Watch: Christine Payne
ML Fundamentals ⚡ AI Lesson
Ones To Watch: Christine Payne
DeepLearningAI Beginner 6y ago
Henry AI Labs
ML Fundamentals ⚡ AI Lesson
Henry AI Labs
Connor Shorten Beginner 6y ago
Live Coding a 2048 Puzzle Game With Flutter
ML Fundamentals
Live Coding a 2048 Puzzle Game With Flutter
Tensor Programming Beginner 6y ago
TensorFlow Lite for on-device ML  (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
TensorFlow Lite for on-device ML (TensorFlow Meets)
TensorFlow Beginner 6y ago
Graph Convolutional Networks
ML Fundamentals
Graph Convolutional Networks
Connor Shorten Beginner 6y ago
15. Batch Size and Learning Rate in CNNs
ML Fundamentals ⚡ AI Lesson
15. Batch Size and Learning Rate in CNNs
Weights & Biases Beginner 6y ago
Can We Trust Scientific Discoveries Made Using Machine Learning? with Genevera Allen - TWiML...
ML Fundamentals ⚡ AI Lesson
Can We Trust Scientific Discoveries Made Using Machine Learning? with Genevera Allen - TWiML...
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Top 10 Data Science Companies to Work For!
ML Fundamentals
Top 10 Data Science Companies to Work For!
365 Data Science Beginner 6y ago
Stochastic Gradient Descent, Clearly Explained!!!
ML Fundamentals
Stochastic Gradient Descent, Clearly Explained!!!
StatQuest with Josh Starmer Beginner 6y ago
14. Data Augmentation | Keras
ML Fundamentals
14. Data Augmentation | Keras
Weights & Biases Beginner 6y ago
University of Illinois Master of Computer Science (& Data Science)
ML Fundamentals
University of Illinois Master of Computer Science (& Data Science)
Coursera Beginner 6y ago
Live Coding Chat Front end with Flutter
ML Fundamentals ⚡ AI Lesson
Live Coding Chat Front end with Flutter
Tensor Programming Beginner 6y ago
Exploring And Attacking Neural Networks With Activation Atlases
ML Fundamentals
Exploring And Attacking Neural Networks With Activation Atlases
Two Minute Papers Beginner 6y ago
NEURAL NETWORKS, PART 3! - CS50 Live, EP. 58
ML Fundamentals
NEURAL NETWORKS, PART 3! - CS50 Live, EP. 58
CS50 Beginner 7y ago
Introducing Google Coral: Building On-Device AI (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Introducing Google Coral: Building On-Device AI (Google I/O'19)
TensorFlow Beginner 6y ago
A Fireside Chat with Turing Award Winner Geoffrey Hinton, Pioneer of Deep Learning (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
A Fireside Chat with Turing Award Winner Geoffrey Hinton, Pioneer of Deep Learning (Google I/O'19)
TensorFlow Beginner 6y ago
Cutting Edge TensorFlow: New Techniques (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Cutting Edge TensorFlow: New Techniques (Google I/O'19)
TensorFlow Beginner 6y ago
Machine Learning Fairness: Lessons Learned (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Machine Learning Fairness: Lessons Learned (Google I/O'19)
TensorFlow Beginner 6y ago
Machine Learning Zero to Hero (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Machine Learning Zero to Hero (Google I/O'19)
TensorFlow Beginner 6y ago
Machine Learning for Game Developers (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Machine Learning for Game Developers (Google I/O'19)
TensorFlow Beginner 6y ago
Federated Learning: Machine Learning on Decentralized Data (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Federated Learning: Machine Learning on Decentralized Data (Google I/O'19)
TensorFlow Beginner 6y ago
Writing the Playbook for Fair & Ethical Artificial Intelligence & Machine Learning (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Writing the Playbook for Fair & Ethical Artificial Intelligence & Machine Learning (Google I/O'19)
TensorFlow Beginner 6y ago
Deep Learning to Solve Challenging Problems (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Deep Learning to Solve Challenging Problems (Google I/O'19)
TensorFlow Beginner 6y ago
TensorFlow Extended (TFX): Machine Learning Pipelines and Model Understanding (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
TensorFlow Extended (TFX): Machine Learning Pipelines and Model Understanding (Google I/O'19)
TensorFlow Beginner 6y ago
Swift for TensorFlow (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Swift for TensorFlow (Google I/O'19)
TensorFlow Beginner 6y ago
AI for Mobile and IoT Devices: TensorFlow Lite (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
AI for Mobile and IoT Devices: TensorFlow Lite (Google I/O'19)
TensorFlow Beginner 6y ago
Getting Started with TensorFlow 2.0 (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Getting Started with TensorFlow 2.0 (Google I/O'19)
TensorFlow Beginner 6y ago
Machine Learning on Your Device: The Options (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Machine Learning on Your Device: The Options (Google I/O'19)
TensorFlow Beginner 6y ago
SimGAN Explained
ML Fundamentals
SimGAN Explained
Connor Shorten Beginner 6y ago
AC-GAN Explained
ML Fundamentals ⚡ AI Lesson
AC-GAN Explained
Connor Shorten Beginner 6y ago
Neural Network Batch Processing - Pass Image Batch to PyTorch CNN
ML Fundamentals ⚡ AI Lesson
Neural Network Batch Processing - Pass Image Batch to PyTorch CNN
deeplizard Beginner 6y ago
Fighting Fake News and Deep Fakes with Machine Learning w/ Delip Rao - TWiML Talk #260
ML Fundamentals ⚡ AI Lesson
Fighting Fake News and Deep Fakes with Machine Learning w/ Delip Rao - TWiML Talk #260
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
13. Speech Recognition with Convolutional Neural Networks in Keras/TensorFlow
ML Fundamentals ⚡ AI Lesson
13. Speech Recognition with Convolutional Neural Networks in Keras/TensorFlow
Weights & Biases Beginner 6y ago
Enlightenment - De-Mystifying Mindfulness by  Universiteit Leiden #3
ML Fundamentals
Enlightenment - De-Mystifying Mindfulness by Universiteit Leiden #3
Coursera Beginner 6y ago
Using GPUs in TensorFlow, TensorBoard in notebooks, finding new datasets, & more! #AskTensorFlow
ML Fundamentals ⚡ AI Lesson
Using GPUs in TensorFlow, TensorBoard in notebooks, finding new datasets, & more! #AskTensorFlow
TensorFlow Beginner 6y ago
Linear Regression Mathematical Intuition
ML Fundamentals
Linear Regression Mathematical Intuition
Krish Naik Beginner 6y ago
CNN Image Prediction with PyTorch - Forward Propagation Explained
ML Fundamentals ⚡ AI Lesson
CNN Image Prediction with PyTorch - Forward Propagation Explained
deeplizard Beginner 6y ago
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Initiation à la théorie des distributions
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Initiation à la théorie des distributions
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KALKÜLÜS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS
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KALKÜLÜS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS
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Fundamentals of Deep Learning
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Fundamentals of Deep Learning
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Fundamentals of Machine Learning for Supply Chain
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Fundamentals of Machine Learning for Supply Chain
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Analyze Data Science Concepts Using R
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Analyze Data Science Concepts Using R
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Machine Learning in the Enterprise
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Machine Learning in the Enterprise
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