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📐 ML Fundamentals

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

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How convolutional neural networks work, in depth
ML Fundamentals
How convolutional neural networks work, in depth
Brandon Rohrer Beginner 7y ago
Dataset for Deep Learning - Fashion MNIST
ML Fundamentals ⚡ AI Lesson
Dataset for Deep Learning - Fashion MNIST
deeplizard Beginner 7y ago
Acoustic Word Embeddings for Low Resource Speech Processing with Herman Kamper - TWiML Talk #191
ML Fundamentals
Acoustic Word Embeddings for Low Resource Speech Processing with Herman Kamper - TWiML Talk #191
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Support Vector Machines - THE MATH YOU  SHOULD KNOW
ML Fundamentals ⚡ AI Lesson
Support Vector Machines - THE MATH YOU SHOULD KNOW
CodeEmporium Beginner 7y ago
Code for Deep Learning - ArgMax and Reduction Tensor Ops
ML Fundamentals ⚡ AI Lesson
Code for Deep Learning - ArgMax and Reduction Tensor Ops
deeplizard Beginner 7y ago
Quantum Machine Learning (LIVE)
ML Fundamentals
Quantum Machine Learning (LIVE)
Siraj Raval Beginner 7y ago
Quantum Machine Learning (LIVE)
ML Fundamentals
Quantum Machine Learning (LIVE)
Siraj Raval Beginner 7y ago
Solve your model’s overfitting and underfitting problems - Pt.1 (Coding TensorFlow)
ML Fundamentals ⚡ AI Lesson
Solve your model’s overfitting and underfitting problems - Pt.1 (Coding TensorFlow)
TensorFlow Beginner 7y ago
Evaluating Model Explainability Methods with Sara Hooker - TWiML Talk #189
ML Fundamentals ⚡ AI Lesson
Evaluating Model Explainability Methods with Sara Hooker - TWiML Talk #189
The TWIML AI Podcast with Sam Charrington 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
Machine Learning Tutorial Part - 1 | Machine Learning Tutorial For Beginners  Part - 1 | Simplilearn
1:02:40
ML Fundamentals ⚡ AI Lesson
Machine Learning Tutorial Part - 1 | Machine Learning Tutorial For Beginners Part - 1 | Simplilearn
Simplilearn Beginner 7y ago
The Replication Crisis: Crash Course Statistics #31
ML Fundamentals
The Replication Crisis: Crash Course Statistics #31
CrashCourse 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
World's Biggest Drivable Hexapod Robot - Computerphile
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
3. Convolutional Neural Networks
Weights & Biases Beginner 7y ago
Building a Deep Learning Image Classifier | Learning Intelligence 43
ML Fundamentals ⚡ AI Lesson
Building a Deep Learning Image Classifier | Learning Intelligence 43
Daniel Bourke Beginner 7y ago
TWiML & AI x Fast.ai Deep Learning Study Group - Session 2B - October 6, 2018
ML Fundamentals
TWiML & AI x Fast.ai Deep Learning Study Group - Session 2B - October 6, 2018
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
TWiML & AI x Fast.ai Deep Learning Study Group - Session 2A - September 29, 2018
ML Fundamentals ⚡ AI Lesson
TWiML & AI x Fast.ai Deep Learning Study Group - Session 2A - September 29, 2018
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Quantum Machine Learning (LIVE)
ML Fundamentals
Quantum Machine Learning (LIVE)
Siraj Raval Beginner 7y ago
Graph Analytic Systems with Zachary Hanif - TWiML Talk #188
ML Fundamentals
Graph Analytic Systems with Zachary Hanif - TWiML Talk #188
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Tensors for Deep Learning - Broadcasting and Element-wise Operations with PyTorch
ML Fundamentals ⚡ AI Lesson
Tensors for Deep Learning - Broadcasting and Element-wise Operations with PyTorch
deeplizard Beginner 7y ago
CNN Flatten Operation Visualized - Tensor Batch Processing for Deep Learning
ML Fundamentals ⚡ AI Lesson
CNN Flatten Operation Visualized - Tensor Batch Processing for Deep Learning
deeplizard Beginner 7y ago
Flatten, Reshape, and Squeeze Explained - Tensors for Deep Learning with PyTorch
ML Fundamentals ⚡ AI Lesson
Flatten, Reshape, and Squeeze Explained - Tensors for Deep Learning with PyTorch
deeplizard Beginner 7y ago
Federated ML for Edge Applications with Justin Norman - TWiML Talk #185
ML Fundamentals ⚡ AI Lesson
Federated ML for Edge Applications with Justin Norman - TWiML Talk #185
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
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 ⚡ AI Lesson
Creating PyTorch Tensors for Deep Learning - Best Options
deeplizard Beginner 7y ago
PyTorch Tensors Explained - Neural Network Programming
ML Fundamentals ⚡ AI Lesson
PyTorch Tensors Explained - Neural Network Programming
deeplizard Beginner 7y ago
CNN Tensor Shape Explained - Convolutional Neural Networks and Feature Maps
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
Rank, Axes, and Shape Explained - Tensors for Deep Learning
deeplizard Beginner 7y ago
Tensors Explained - Data Structures of Deep Learning
ML Fundamentals ⚡ AI Lesson
Tensors Explained - Data Structures of Deep Learning
deeplizard 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
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 ⚡ AI Lesson
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 ⚡ AI Lesson
PyTorch Install - Quick and Easy
deeplizard Beginner 7y ago
PyTorch Explained - Python Deep Learning Neural Network API
ML Fundamentals ⚡ AI Lesson
PyTorch Explained - Python Deep Learning Neural Network API
deeplizard Beginner 7y ago
PyTorch Prerequisites - Syllabus for Neural Network Programming Course
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
How to use your trained model - Deep Learning basics with Python, TensorFlow and Keras p.6
sentdex Beginner 7y ago
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BigQuery Machine Learning using Soccer Data
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BigQuery Machine Learning using Soccer Data
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Data Science: Tus Primeros Pasos con Python
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Data Science: Tus Primeros Pasos con Python
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Advanced Machine Learning, Big Data, and Deep Learning
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Advanced Machine Learning, Big Data, and Deep Learning
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Foundations of Data Science and Machine Learning with Python
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Foundations of Data Science and Machine Learning with Python
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Machine Learning with PySpark: Customer Churn Analysis
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Machine Learning with PySpark: Customer Churn Analysis
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Cluster Analysis and Unsupervised Machine Learning in Python
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Cluster Analysis and Unsupervised Machine Learning in Python
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