Foundations

ML Fundamentals

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

8509
lessons
TensorFlow Lite: Solution for running ML on-device (TF World '19)
📐 ML Fundamentals
TensorFlow Lite: Solution for running ML on-device (TF World '19)
TensorFlow Beginner 6y ago
Machine Learning at GitHub with Omoju Miller - #313
📐 ML Fundamentals
Machine Learning at GitHub with Omoju Miller - #313
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
TensorFlow World 2019 | Day 1 Livestream
📐 ML Fundamentals
TensorFlow World 2019 | Day 1 Livestream
TensorFlow Beginner 6y ago
Using AI to Diagnose and Treat Neurological Disorders with Archana Venkataraman - #312
📐 ML Fundamentals
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
RAPIDS Feature Engineering for the NFL Data Bowl
Connor Shorten Beginner 6y ago
Why Trees Are Out to Get You
📐 ML Fundamentals
Why Trees Are Out to Get You
Veritasium 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
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
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
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
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
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
Performant, scalable models in TensorFlow 2 with tf.data, tf.function & tf.distribute (TF World '19)
📐 ML Fundamentals
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
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
Inside TensorFlow: TensorFlow Lite
TensorFlow Beginner 6y ago
Deep Learning for Earthquake Aftershock Patterns with Phoebe DeVries & Brendan Meade - #311
📐 ML Fundamentals
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
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
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
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
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
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
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
Convnet Intro - Deep Learning and Neural Networks with Python and Pytorch p.5
sentdex Beginner 6y ago
Tutorial 10- Seaborn- Countplot(), Violinplot(), Boxplot()- Part2
📐 ML Fundamentals
Tutorial 10- Seaborn- Countplot(), Violinplot(), Boxplot()- Part2
Krish Naik Beginner 6y ago
Tutorial 9- Seaborn Tutorial- Distplot, Joinplot, Pairplot  Part 1
📐 ML Fundamentals
Tutorial 9- Seaborn Tutorial- Distplot, Joinplot, Pairplot Part 1
Krish Naik Beginner 6y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Build Basic Generative Adversarial Networks (GANs)
📚 Coursera Course ↗
Self-paced
Build Basic Generative Adversarial Networks (GANs)
Opens on Coursera ↗
Building Regression Models with Linear Algebra
📚 Coursera Course ↗
Self-paced
Building Regression Models with Linear Algebra
Opens on Coursera ↗
Exploring Artificial Intelligence Use Cases and Applications
📚 Coursera Course ↗
Self-paced
Exploring Artificial Intelligence Use Cases and Applications
Opens on Coursera ↗
Optimizing and Deploying Computer Vision Models
📚 Coursera Course ↗
Self-paced
Optimizing and Deploying Computer Vision Models
Opens on Coursera ↗
AWS: Machine Learning & MLOps Foundations
📚 Coursera Course ↗
Self-paced
AWS: Machine Learning & MLOps Foundations
Opens on Coursera ↗
Advanced Neural Network Techniques
📚 Coursera Course ↗
Self-paced
Advanced Neural Network Techniques
Opens on Coursera ↗