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
How To Learn Statistics By Self Study And For Free
ML Fundamentals
How To Learn Statistics By Self Study And For Free
Krish Naik Beginner 6y ago
Codility CyclicRotation Python
ML Fundamentals ⚡ AI Lesson
Codility CyclicRotation Python
Aladdin Persson Beginner 6y ago
Codility BinaryGap Python
ML Fundamentals
Codility BinaryGap Python
Aladdin Persson Beginner 6y ago
Scott Aaronson: Quantum Computing | Lex Fridman Podcast #72
ML Fundamentals ⚡ AI Lesson
Scott Aaronson: Quantum Computing | Lex Fridman Podcast #72
Lex Fridman Beginner 6y ago
3 Proven Data Science Projects for Beginners (Kaggle)
ML Fundamentals ⚡ AI Lesson
3 Proven Data Science Projects for Beginners (Kaggle)
Ken Jee Beginner 6y ago
Complete Statistical Theory of Learning (Vladimir Vapnik) | MIT Deep Learning Series
ML Fundamentals
Complete Statistical Theory of Learning (Vladimir Vapnik) | MIT Deep Learning Series
Lex Fridman Beginner 6y ago
DEMO - Get Started with Machine Learning at the Edge
ML Fundamentals
DEMO - Get Started with Machine Learning at the Edge
The New Stack Beginner 6y ago
What is Classification | Introduction to Machine Learning for beginners | The Most Used Terms 8
ML Fundamentals
What is Classification | Introduction to Machine Learning for beginners | The Most Used Terms 8
What's AI by Louis-François Bouchard Beginner 6y ago
Python Machine Learning Tutorial #8 - Handwritten Digit Recognition with Tensorflow
ML Fundamentals ⚡ AI Lesson
Python Machine Learning Tutorial #8 - Handwritten Digit Recognition with Tensorflow
NeuralNine Beginner 6y ago
PyTorch Tutorial 15 - Transfer Learning
ML Fundamentals
PyTorch Tutorial 15 - Transfer Learning
Patrick Loeber Beginner 6y ago
CUDA Neural Networks
ML Fundamentals
CUDA Neural Networks
Siraj Raval Beginner 6y ago
Interview Discussion- Solution For Tea Crop Prediction
ML Fundamentals
Interview Discussion- Solution For Tea Crop Prediction
Krish Naik Beginner 6y ago
AI for Agriculture and Global Food Security with Nemo Semret - #347
ML Fundamentals ⚡ AI Lesson
AI for Agriculture and Global Food Security with Nemo Semret - #347
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Python Machine Learning Tutorial #7 - Neural Networks
ML Fundamentals ⚡ AI Lesson
Python Machine Learning Tutorial #7 - Neural Networks
NeuralNine Beginner 6y ago
What is Reinforcement Learning | Machine Learning basics explained for beginners 7
ML Fundamentals
What is Reinforcement Learning | Machine Learning basics explained for beginners 7
What's AI by Louis-François Bouchard Beginner 6y ago
PyTorch Tutorial 14 - Convolutional Neural Network (CNN)
ML Fundamentals
PyTorch Tutorial 14 - Convolutional Neural Network (CNN)
Patrick Loeber Beginner 6y ago
University of Illinois Master of Computer Science & MCS in Data Science Admissions Webinar
ML Fundamentals
University of Illinois Master of Computer Science & MCS in Data Science Admissions Webinar
Coursera Beginner 6y ago
How Convolutions Work (TensorFlow in Practice)
ML Fundamentals
How Convolutions Work (TensorFlow in Practice)
DeepLearningAI Beginner 6y ago
Special Announcement: Approaching (almost) any machine learning problem
ML Fundamentals
Special Announcement: Approaching (almost) any machine learning problem
Abhishek Thakur Beginner 6y ago
Neural Structured Learning - Part 3: Training with synthesized graphs
ML Fundamentals ⚡ AI Lesson
Neural Structured Learning - Part 3: Training with synthesized graphs
TensorFlow Beginner 6y ago
Causal Models in Machine Learning
ML Fundamentals ⚡ AI Lesson
Causal Models in Machine Learning
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Live 2020-02-03!!! Statistical Models, Regularization, Best ML Algorithm.
ML Fundamentals
Live 2020-02-03!!! Statistical Models, Regularization, Best ML Algorithm.
StatQuest with Josh Starmer Beginner 6y ago
Heroes of Deep Learning: Pieter Abbeel and Andrej Karpathy on Getting Started
ML Fundamentals
Heroes of Deep Learning: Pieter Abbeel and Andrej Karpathy on Getting Started
DeepLearningAI Beginner 6y ago
Data Analyst vs Data Engineer vs Data Scientist
ML Fundamentals
Data Analyst vs Data Engineer vs Data Scientist
codebasics Beginner 6y ago
What is a stack and how does it work? — 6502 part 5
ML Fundamentals
What is a stack and how does it work? — 6502 part 5
Ben Eater Beginner 6y ago
Neural Structured Learning - Part 2: Training with natural graphs
ML Fundamentals ⚡ AI Lesson
Neural Structured Learning - Part 2: Training with natural graphs
TensorFlow Beginner 6y ago
Visualization and Interpretability
ML Fundamentals ⚡ AI Lesson
Visualization and Interpretability
Data Skeptic Beginner 6y ago
This Neural Network Combines Motion Capture and Physics
ML Fundamentals
This Neural Network Combines Motion Capture and Physics
Two Minute Papers Beginner 6y ago
1. Introduction for 15.S12 Blockchain and Money, Fall 2018
ML Fundamentals
1. Introduction for 15.S12 Blockchain and Money, Fall 2018
MIT OpenCourseWare Beginner 6y ago
3. Blockchain Basics & Cryptography
ML Fundamentals ⚡ AI Lesson
3. Blockchain Basics & Cryptography
MIT OpenCourseWare Beginner 6y ago
Vladimir Vapnik: Predicates, Invariants, and the Essence of Intelligence | Lex Fridman Podcast #71
ML Fundamentals
Vladimir Vapnik: Predicates, Invariants, and the Essence of Intelligence | Lex Fridman Podcast #71
Lex Fridman Beginner 6y ago
Silver Play Button Unboxing #100k Subscribers strong
ML Fundamentals
Silver Play Button Unboxing #100k Subscribers strong
Krish Naik Beginner 6y ago
Live Q&A Join Our Affordable AI Course
ML Fundamentals
Live Q&A Join Our Affordable AI Course
Krish Naik Beginner 6y ago
Interview Discussion For Data Science- Solve This Use Case
ML Fundamentals
Interview Discussion For Data Science- Solve This Use Case
Krish Naik Beginner 6y ago
Advance House Price Prediction-Feature Engineering Part 2
ML Fundamentals
Advance House Price Prediction-Feature Engineering Part 2
Krish Naik Beginner 6y ago
Deep Learning for Coders Study Group - Session #7
ML Fundamentals ⚡ AI Lesson
Deep Learning for Coders Study Group - Session #7
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Python Machine Learning Tutorial #6 - K-Means Clustering
ML Fundamentals ⚡ AI Lesson
Python Machine Learning Tutorial #6 - K-Means Clustering
NeuralNine Beginner 6y ago
Is Data Science, Machine Learning, Deep Learning Evergreen Jobs?
ML Fundamentals
Is Data Science, Machine Learning, Deep Learning Evergreen Jobs?
Krish Naik Beginner 6y ago
What is Semi-Supervised Learning | Machine Learning basics explained for beginners 6
ML Fundamentals
What is Semi-Supervised Learning | Machine Learning basics explained for beginners 6
What's AI by Louis-François Bouchard Beginner 6y ago
PyTorch Tutorial 13 - Feed-Forward Neural Network
ML Fundamentals ⚡ AI Lesson
PyTorch Tutorial 13 - Feed-Forward Neural Network
Patrick Loeber Beginner 6y ago
Python Machine Learning Tutorial #5 - Decision Trees and Random Forest Classification
ML Fundamentals ⚡ AI Lesson
Python Machine Learning Tutorial #5 - Decision Trees and Random Forest Classification
NeuralNine Beginner 6y ago
What is Unsupervised Learning | Machine Learning basics explained for beginners 5
ML Fundamentals
What is Unsupervised Learning | Machine Learning basics explained for beginners 5
What's AI by Louis-François Bouchard Beginner 6y ago
Causality 101 with Robert Ness - #342
ML Fundamentals ⚡ AI Lesson
Causality 101 with Robert Ness - #342
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Tutorial 34- Performance Metrics For Classification Problem In Machine Learning- Part1
ML Fundamentals
Tutorial 34- Performance Metrics For Classification Problem In Machine Learning- Part1
Krish Naik Beginner 6y ago
Python Machine Learning #4 - Support Vector Machines
ML Fundamentals ⚡ AI Lesson
Python Machine Learning #4 - Support Vector Machines
NeuralNine Beginner 6y ago
Efficient Computing for Deep Learning, Robotics, and AI (Vivienne Sze) | MIT Deep Learning Series
ML Fundamentals ⚡ AI Lesson
Efficient Computing for Deep Learning, Robotics, and AI (Vivienne Sze) | MIT Deep Learning Series
Lex Fridman Beginner 6y ago
What is Supervised Learning | Machine Learning basics explained for beginners 4
ML Fundamentals
What is Supervised Learning | Machine Learning basics explained for beginners 4
What's AI by Louis-François Bouchard Beginner 6y ago
Heroes of Deep Learning: Geoff Hinton on Career Advice
ML Fundamentals
Heroes of Deep Learning: Geoff Hinton on Career Advice
DeepLearningAI Beginner 6y ago
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Building a Machine Learning Ready Organization
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Interest Rate Models
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Creating Multi Task Models With Keras
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Creating Multi Task Models With Keras
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Clinical Decision Support Systems - CDSS 4
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Clinical Decision Support Systems - CDSS 4
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Foundations of No-Code AI for Real-World Applications
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Foundations of No-Code AI for Real-World Applications
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