Foundations

ML Fundamentals

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

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lessons
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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
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Expressions versus statements? The future of functional programming (with Steve Krouse)
ML Fundamentals
Expressions versus statements? The future of functional programming (with Steve Krouse)
Fun Fun Function Beginner 6y ago
Neural structured learning in TensorFlow (TF World '19)
ML Fundamentals ⚡ AI Lesson
Neural structured learning in TensorFlow (TF World '19)
TensorFlow Beginner 6y ago
TensorFlow World 2019 | Day 2 Livestream PM
ML Fundamentals ⚡ AI Lesson
TensorFlow World 2019 | Day 2 Livestream PM
TensorFlow Beginner 6y ago
Machine Learning at GitHub with Omoju Miller - #313
ML Fundamentals ⚡ AI Lesson
Machine Learning at GitHub with Omoju Miller - #313
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Using AI to Diagnose and Treat Neurological Disorders with Archana Venkataraman - #312
ML Fundamentals ⚡ AI Lesson
Using AI to Diagnose and Treat Neurological Disorders with Archana Venkataraman - #312
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
RAPIDS Feature Engineering for the NFL Data Bowl
ML Fundamentals ⚡ AI Lesson
RAPIDS Feature Engineering for the NFL Data Bowl
Connor Shorten Beginner 6y ago
Programming Blinkstick LED hardware using Javascript (featuring Suz "noopkat" Hinton)
ML Fundamentals
Programming Blinkstick LED hardware using Javascript (featuring Suz "noopkat" Hinton)
Fun Fun Function Beginner 6y ago
TOP 10 CRAZY MARVEL VFX TECHNIQUES!
ML Fundamentals
TOP 10 CRAZY MARVEL VFX TECHNIQUES!
Black Mixture Beginner 6y ago
Tutorial 16- Filter Functions In Python
ML Fundamentals
Tutorial 16- Filter Functions In Python
Krish Naik Beginner 6y ago
Reproducing Deep Learning Models
ML Fundamentals ⚡ AI Lesson
Reproducing Deep Learning Models
Data Skeptic Beginner 6y ago
Tutorial 15- Map Functions using Python
ML Fundamentals
Tutorial 15- Map Functions using Python
Krish Naik Beginner 6y ago
SVM (Support Vector Machine) in Python - Machine Learning From Scratch 07 - Python Tutorial
ML Fundamentals ⚡ AI Lesson
SVM (Support Vector Machine) in Python - Machine Learning From Scratch 07 - Python Tutorial
Patrick Loeber Beginner 6y ago
Python Beginner Tutorial #1 - Installation and First Program
ML Fundamentals ⚡ AI Lesson
Python Beginner Tutorial #1 - Installation and First Program
NeuralNine Beginner 6y ago
Symbolic AI: Crash Course AI #10
ML Fundamentals
Symbolic AI: Crash Course AI #10
CrashCourse Beginner 6y ago
Introduction to Machine Learning | | Learning ML with Scikit | Iris Dataset
ML Fundamentals
Introduction to Machine Learning | | Learning ML with Scikit | Iris Dataset
The AI Guy Beginner 6y ago
Solving Rubik’s Cube with a Robot Hand
ML Fundamentals ⚡ AI Lesson
Solving Rubik’s Cube with a Robot Hand
OpenAI Beginner 6y ago
Model Analysis - Deep Learning and Neural Networks with Python and Pytorch p.8
ML Fundamentals
Model Analysis - Deep Learning and Neural Networks with Python and Pytorch p.8
sentdex Beginner 6y ago
Perceptron in Python - Machine Learning From Scratch 06 - Python Tutorial
ML Fundamentals
Perceptron in Python - Machine Learning From Scratch 06 - Python Tutorial
Patrick Loeber Beginner 6y ago
On the GPU - Deep Learning and Neural Networks with Python and Pytorch p.7
ML Fundamentals
On the GPU - Deep Learning and Neural Networks with Python and Pytorch p.7
sentdex Beginner 6y ago
François Chollet: Limits of Deep Learning | AI Podcast Clips
ML Fundamentals
François Chollet: Limits of Deep Learning | AI Podcast Clips
Lex Fridman Beginner 6y ago
François Chollet: Scientific Progress is Not Exponential | AI Podcast Clips
ML Fundamentals
François Chollet: Scientific Progress is Not Exponential | AI Podcast Clips
Lex Fridman Beginner 6y ago
How to Setup a Machine Learning and AI Environment
ML Fundamentals ⚡ AI Lesson
How to Setup a Machine Learning and AI Environment
The AI Guy Beginner 6y ago
Accelerating Deep Learning by Focusing on the Biggest Losers
ML Fundamentals
Accelerating Deep Learning by Focusing on the Biggest Losers
Yannic Kilcher Beginner 6y ago
Channel Update: Hindi Channel, Health, Deep Learning
ML Fundamentals
Channel Update: Hindi Channel, Health, Deep Learning
codebasics Beginner 6y ago
University of Illinois Master of Computer Science and Data Science Admissions Webinar
ML Fundamentals
University of Illinois Master of Computer Science and Data Science Admissions Webinar
Coursera Beginner 6y ago
Computational Drug Discovery: Machine Learning for Making Sense of Big Data in Drug Discovery
ML Fundamentals
Computational Drug Discovery: Machine Learning for Making Sense of Big Data in Drug Discovery
Data Professor Beginner 6y ago
TensorFlow Lite: Solution for running ML on-device (TF World '19)
ML Fundamentals ⚡ AI Lesson
TensorFlow Lite: Solution for running ML on-device (TF World '19)
TensorFlow Beginner 6y ago
TensorFlow World 2019 | Day 1 Livestream
ML Fundamentals ⚡ AI Lesson
TensorFlow World 2019 | Day 1 Livestream
TensorFlow Beginner 6y ago
Performant, scalable models in TensorFlow 2 with tf.data, tf.function & tf.distribute (TF World '19)
ML Fundamentals ⚡ AI Lesson
Performant, scalable models in TensorFlow 2 with tf.data, tf.function & tf.distribute (TF World '19)
TensorFlow Beginner 6y ago
Introduction to TensorFlow 2.0: Easier for beginners, and more powerful for experts (TF World '19)
ML Fundamentals ⚡ AI Lesson
Introduction to TensorFlow 2.0: Easier for beginners, and more powerful for experts (TF World '19)
TensorFlow Beginner 6y ago
Inside TensorFlow: TensorFlow Lite
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: TensorFlow Lite
TensorFlow Beginner 6y ago
Deep Learning for Earthquake Aftershock Patterns with Phoebe DeVries & Brendan Meade - #311
ML Fundamentals ⚡ AI Lesson
Deep Learning for Earthquake Aftershock Patterns with Phoebe DeVries & Brendan Meade - #311
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Powered by TensorFlow: Helping doctors detect respiratory diseases using machine learning
ML Fundamentals ⚡ AI Lesson
Powered by TensorFlow: Helping doctors detect respiratory diseases using machine learning
TensorFlow Beginner 6y ago
Tutorial 14 - List Comprehension using Python
ML Fundamentals
Tutorial 14 - List Comprehension using Python
Krish Naik Beginner 6y ago
Tutorial 13- Python Lambda Functions
ML Fundamentals
Tutorial 13- Python Lambda Functions
Krish Naik Beginner 6y ago
Tutorial 12- Python Functions, Positional and Keywords Arguments
ML Fundamentals
Tutorial 12- Python Functions, Positional and Keywords Arguments
Krish Naik Beginner 6y ago
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 13
ML Fundamentals ⚡ AI Lesson
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 13
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Machine Learning at Spotify - Gustav Soderstrom | AI Podcast Clips
ML Fundamentals
Machine Learning at Spotify - Gustav Soderstrom | AI Podcast Clips
Lex Fridman Beginner 6y ago
François Chollet: History of Keras and TensorFlow | AI Podcast Clips
ML Fundamentals
François Chollet: History of Keras and TensorFlow | AI Podcast Clips
Lex Fridman Beginner 6y ago
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 12
ML Fundamentals ⚡ AI Lesson
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 12
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Training Convnet - Deep Learning and Neural Networks with Python and Pytorch p.6
ML Fundamentals
Training Convnet - Deep Learning and Neural Networks with Python and Pytorch p.6
sentdex Beginner 6y ago
Gary Marcus: Limits of Deep Learning | AI Podcast Clips
ML Fundamentals
Gary Marcus: Limits of Deep Learning | AI Podcast Clips
Lex Fridman Beginner 6y ago
Gary Marcus: Nature vs Nurture is a False Dichotomy | AI Podcast Clips
ML Fundamentals ⚡ AI Lesson
Gary Marcus: Nature vs Nurture is a False Dichotomy | AI Podcast Clips
Lex Fridman Beginner 6y ago
Yann LeCun: Human-Level Artificial Intelligence | AI Podcast Clips
ML Fundamentals ⚡ AI Lesson
Yann LeCun: Human-Level Artificial Intelligence | AI Podcast Clips
Lex Fridman Beginner 6y ago
Tutorial 3- Deployment of NLP Model in Heroku Cloud
ML Fundamentals
Tutorial 3- Deployment of NLP Model in Heroku Cloud
Krish Naik Beginner 6y ago
LIVE FROM TWIMLCON! Encoding Company Culture in Applied AI Systems - #305
ML Fundamentals ⚡ AI Lesson
LIVE FROM TWIMLCON! Encoding Company Culture in Applied AI Systems - #305
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Gary Marcus: Toward a Hybrid of Deep Learning and Symbolic AI | Lex Fridman Podcast #43
ML Fundamentals
Gary Marcus: Toward a Hybrid of Deep Learning and Symbolic AI | Lex Fridman Podcast #43
Lex Fridman Beginner 6y ago
Convnet Intro - Deep Learning and Neural Networks with Python and Pytorch p.5
ML Fundamentals ⚡ AI Lesson
Convnet Intro - Deep Learning and Neural Networks with Python and Pytorch p.5
sentdex Beginner 6y ago
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