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
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
Tutorial 14 - List Comprehension using Python
ML Fundamentals
Tutorial 14 - List Comprehension 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
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
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
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
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
Support Vector Machines Part 1 (of 3): Main Ideas!!!
ML Fundamentals ⚡ AI Lesson
Support Vector Machines Part 1 (of 3): Main Ideas!!!
StatQuest with Josh Starmer Beginner 6y ago
Announcing TensorFlow 2.0 (Coding TensorFlow)
ML Fundamentals ⚡ AI Lesson
Announcing TensorFlow 2.0 (Coding TensorFlow)
TensorFlow Beginner 6y ago
PyTorch DataLoader num_workers - Deep Learning Speed Limit Increase
ML Fundamentals ⚡ AI Lesson
PyTorch DataLoader num_workers - Deep Learning Speed Limit Increase
deeplizard Beginner 6y ago
Natural Language Processing: Crash Course AI #7
ML Fundamentals
Natural Language Processing: Crash Course AI #7
CrashCourse Beginner 6y ago
Prepare o seu conjunto de dados para machine learning (Coding TensorFlow em português)
ML Fundamentals ⚡ AI Lesson
Prepare o seu conjunto de dados para machine learning (Coding TensorFlow em português)
TensorFlow 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
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
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
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
Tutorial 8- Matplotlib (Simple Visualization Library)
ML Fundamentals
Tutorial 8- Matplotlib (Simple Visualization Library)
Krish Naik Beginner 6y ago
LIVE FROM TWIMLcon! Overcoming the Barriers to Deep Learning in Production with Andrew Ng - #304
ML Fundamentals ⚡ AI Lesson
LIVE FROM TWIMLcon! Overcoming the Barriers to Deep Learning in Production with Andrew Ng - #304
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Tutorial 7- Pandas-Reading JSON,Reading HTML, Read PICKLE, Read EXCEL Files- Part 3
ML Fundamentals
Tutorial 7- Pandas-Reading JSON,Reading HTML, Read PICKLE, Read EXCEL Files- Part 3
Krish Naik Beginner 6y ago
Naive Bayes in Python - Machine Learning From Scratch 05 - Python Tutorial
ML Fundamentals
Naive Bayes in Python - Machine Learning From Scratch 05 - Python Tutorial
Patrick Loeber Beginner 6y ago
Tutorial 6- Pandas,Reading CSV files With Various Parameters- Part 2
ML Fundamentals
Tutorial 6- Pandas,Reading CSV files With Various Parameters- Part 2
Krish Naik Beginner 6y ago
The Future of Mixed-Autonomy Traffic with Alexandre Bayen - #303
ML Fundamentals ⚡ AI Lesson
The Future of Mixed-Autonomy Traffic with Alexandre Bayen - #303
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Training Model - Deep Learning and Neural Networks with Python and Pytorch p.4
ML Fundamentals
Training Model - Deep Learning and Neural Networks with Python and Pytorch p.4
sentdex Beginner 6y ago
Tutorial 5- Pandas, Data Frame and Data Series Part-1
ML Fundamentals
Tutorial 5- Pandas, Data Frame and Data Series Part-1
Krish Naik Beginner 6y ago
Building our Neural Network - Deep Learning and Neural Networks with Python and Pytorch p.3
ML Fundamentals
Building our Neural Network - Deep Learning and Neural Networks with Python and Pytorch p.3
sentdex Beginner 6y ago
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