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📐 ML Fundamentals

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

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1. Build Your First Machine Learning Model
ML Fundamentals
1. Build Your First Machine Learning Model
Weights & Biases Beginner 7y ago
0. What is machine learning?
ML Fundamentals
0. What is machine learning?
Weights & Biases Beginner 7y ago
Failing at Machine Learning (Blocky part 2) - Pwn Adventure 3
ML Fundamentals
Failing at Machine Learning (Blocky part 2) - Pwn Adventure 3
LiveOverflow Beginner 7y ago
Visualization Changes - Python AI in StarCraft II tutorial p.16
ML Fundamentals
Visualization Changes - Python AI in StarCraft II tutorial p.16
sentdex Beginner 7y ago
TFX: an end-to-end machine learning platform for TensorFlow (TensorFlow Meets)
ML Fundamentals
TFX: an end-to-end machine learning platform for TensorFlow (TensorFlow Meets)
TensorFlow Beginner 7y ago
Using ML to predict insulin use for Type 1 Diabetes (TensorFlow Meets)
ML Fundamentals
Using ML to predict insulin use for Type 1 Diabetes (TensorFlow Meets)
TensorFlow Beginner 7y ago
University of Pennsylvania Online Master of Computer and Information Technology
ML Fundamentals
University of Pennsylvania Online Master of Computer and Information Technology
Coursera Beginner 7y ago
Machine Learning Tutorial Python - 4: Gradient Descent and Cost Function
ML Fundamentals
Machine Learning Tutorial Python - 4: Gradient Descent and Cost Function
codebasics Beginner 7y ago
Version 2 Changes - Python AI in StarCraft II tutorial p.13
ML Fundamentals
Version 2 Changes - Python AI in StarCraft II tutorial p.13
sentdex Beginner 7y ago
Finishing fast.ai Deep Learning Course Part 1 | Learning Intelligence 35
ML Fundamentals
Finishing fast.ai Deep Learning Course Part 1 | Learning Intelligence 35
Daniel Bourke Beginner 7y ago
TensorFlow.js - Running MobileNet in the browser
ML Fundamentals
TensorFlow.js - Running MobileNet in the browser
deeplizard Beginner 7y ago
How decision trees work
ML Fundamentals
How decision trees work
Brandon Rohrer Beginner 7y ago
Broadcasting Explained - Tensors for Deep Learning and Neural Networks
ML Fundamentals
Broadcasting Explained - Tensors for Deep Learning and Neural Networks
deeplizard Beginner 7y ago
Predicting Metabolic Pathway Dynamics with Machine Learning, w/ Zak Costello - #163
ML Fundamentals
Predicting Metabolic Pathway Dynamics with Machine Learning, w/ Zak Costello - #163
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
¿Qué demonios hago en Corea del Sur? - Deep Learning Camp Jeju 2018
ML Fundamentals
¿Qué demonios hago en Corea del Sur? - Deep Learning Camp Jeju 2018
Dot CSV Beginner 7y ago
Backpropagation Explained
ML Fundamentals
Backpropagation Explained
Siraj Raval Beginner 7y ago
Atomic Auto-focus - Computerphile
ML Fundamentals
Atomic Auto-focus - Computerphile
Computerphile Beginner 7y ago
Machine Learning Tutorial Python - 3: Linear Regression Multiple Variables
ML Fundamentals
Machine Learning Tutorial Python - 3: Linear Regression Multiple Variables
codebasics Beginner 7y ago
The Master of Computer Science in Data Science: A top-ranked degree that fits your life
ML Fundamentals
The Master of Computer Science in Data Science: A top-ranked degree that fits your life
Coursera Beginner 7y ago
Random Forest Classification
ML Fundamentals
Random Forest Classification
CodeEmporium Beginner 7y ago
Fine-Grained Player Prediction in Sports with Jennifer Hobbs - #157
ML Fundamentals
Fine-Grained Player Prediction in Sports with Jennifer Hobbs - #157
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Other math channels you'd enjoy
ML Fundamentals
Other math channels you'd enjoy
3Blue1Brown Beginner 7y ago
Divergence and curl:  The language of Maxwell's equations, fluid flow, and more
ML Fundamentals
Divergence and curl: The language of Maxwell's equations, fluid flow, and more
3Blue1Brown Beginner 7y ago
TensorFlow JS Tutorial - Build a neural network with TensorFlow for Beginners
ML Fundamentals
TensorFlow JS Tutorial - Build a neural network with TensorFlow for Beginners
LearnCode.academy Beginner 7y ago
HowToDataScience : Scraping Twitter Data
ML Fundamentals
HowToDataScience : Scraping Twitter Data
ritvikmath Beginner 7y ago
Bitcoin Mining in 4 Minutes - Computerphile
ML Fundamentals
Bitcoin Mining in 4 Minutes - Computerphile
Computerphile Beginner 7y ago
Transfer Learning
ML Fundamentals
Transfer Learning
Data Skeptic Beginner 7y ago
Prepare your dataset for machine learning (Coding TensorFlow)
ML Fundamentals
Prepare your dataset for machine learning (Coding TensorFlow)
TensorFlow Beginner 7y ago
Testing Neural Network - Python AI in StarCraft II tutorial p.12
ML Fundamentals
Testing Neural Network - Python AI in StarCraft II tutorial p.12
sentdex Beginner 7y ago
Training Neural Network - Python AI in StarCraft II tutorial p.11
ML Fundamentals
Training Neural Network - Python AI in StarCraft II tutorial p.11
sentdex Beginner 7y ago
TensorFlow Hub: reusing machine learning modules (TensorFlow Meets)
ML Fundamentals
TensorFlow Hub: reusing machine learning modules (TensorFlow Meets)
TensorFlow Beginner 7y ago
Building Neural Network Model - Python AI in StarCraft II tutorial p.10
ML Fundamentals
Building Neural Network Model - Python AI in StarCraft II tutorial p.10
sentdex Beginner 7y ago
Try TensorFlow.js in your browser (Coding TensorFlow)
ML Fundamentals
Try TensorFlow.js in your browser (Coding TensorFlow)
TensorFlow Beginner 7y ago
Building Neural Network Training data - Python AI in StarCraft II tutorial p.9
ML Fundamentals
Building Neural Network Training data - Python AI in StarCraft II tutorial p.9
sentdex Beginner 7y ago
TensorFlow.js - Examining tensors with the debugger
ML Fundamentals
TensorFlow.js - Examining tensors with the debugger
deeplizard Beginner 7y ago
Scouting and more Visual inputs - Python AI in StarCraft II tutorial p.8
ML Fundamentals
Scouting and more Visual inputs - Python AI in StarCraft II tutorial p.8
sentdex Beginner 7y ago
Deep Learning with SC2 Intro - Python AI in StarCraft II tutorial p.7
ML Fundamentals
Deep Learning with SC2 Intro - Python AI in StarCraft II tutorial p.7
sentdex Beginner 7y ago
TensorFlow.js - Explore tensor operations through VGG16 preprocessing
ML Fundamentals
TensorFlow.js - Explore tensor operations through VGG16 preprocessing
deeplizard Beginner 7y ago
NVidia TensorRT: high-performance deep learning inference accelerator (TensorFlow Meets)
ML Fundamentals
NVidia TensorRT: high-performance deep learning inference accelerator (TensorFlow Meets)
TensorFlow Beginner 7y ago
Machine Learning Tutorial Python - 2: Linear Regression Single Variable
15:14
ML Fundamentals
Machine Learning Tutorial Python - 2: Linear Regression Single Variable
codebasics Beginner 7y ago
TensorFlow.js - Loading the model into a neural network web app
ML Fundamentals
TensorFlow.js - Loading the model into a neural network web app
deeplizard Beginner 7y ago
Machine Learning Tutorial Python -1: What is Machine Learning?
6:51
ML Fundamentals
Machine Learning Tutorial Python -1: What is Machine Learning?
codebasics Beginner 7y ago
At the intersection of TensorFlow & nuclear physics (TensorFlow Meets)
ML Fundamentals
At the intersection of TensorFlow & nuclear physics (TensorFlow Meets)
TensorFlow Beginner 7y ago
TensorFlow.js - Building the UI for neural network web app
ML Fundamentals
TensorFlow.js - Building the UI for neural network web app
deeplizard Beginner 7y ago
Omni-Channel Customer Experiences with Vince Jeffs - #154
ML Fundamentals
Omni-Channel Customer Experiences with Vince Jeffs - #154
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Workforce Intelligence for Automation & Productivity with Michael Kempe - #153
ML Fundamentals
Workforce Intelligence for Automation & Productivity with Michael Kempe - #153
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Alfred's iMBA Experience: Graduating with his son
ML Fundamentals
Alfred's iMBA Experience: Graduating with his son
Coursera Beginner 7y ago
TensorFlow.js - Convert Keras model to Layers API format
ML Fundamentals
TensorFlow.js - Convert Keras model to Layers API format
deeplizard Beginner 7y ago
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Cloud Computing Foundations
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Cloud Computing Foundations
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Optimize AI Inference Speed & Accuracy
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Optimize AI Inference Speed & Accuracy
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Introduction to Deep Learning & Neural Networks with Keras
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Self-paced
Introduction to Deep Learning & Neural Networks with Keras
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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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Introduction to Long Short Term Memory (LSTM) Training
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Self-paced
Introduction to Long Short Term Memory (LSTM) Training
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Python: Implement & Evaluate Random Forests for ML
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Self-paced
Python: Implement & Evaluate Random Forests for ML
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