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
Generating Poetic Texts with Recurrent Neural Networks in Python
ML Fundamentals ⚡ AI Lesson
Generating Poetic Texts with Recurrent Neural Networks in Python
NeuralNine Beginner 6y ago
Resume Discussion for Data Science Role
ML Fundamentals
Resume Discussion for Data Science Role
Krish Naik Intermediate 6y ago
Be A Guiding Star- Never Give Up|Saturday Motivation
ML Fundamentals
Be A Guiding Star- Never Give Up|Saturday Motivation
Krish Naik Intermediate 6y ago
What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
ML Fundamentals ⚡ AI Lesson
What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
What's AI by Louis-François Bouchard Beginner 6y ago
Feistel Cipher - Computerphile
ML Fundamentals ⚡ AI Lesson
Feistel Cipher - Computerphile
Computerphile Intermediate 6y ago
This Neural Network Turns Videos Into 60 FPS!
ML Fundamentals
This Neural Network Turns Videos Into 60 FPS!
Two Minute Papers Advanced 6y ago
Turning Ideas into ML Powered Products with Emmanuel Ameisen - #349
ML Fundamentals ⚡ AI Lesson
Turning Ideas into ML Powered Products with Emmanuel Ameisen - #349
The TWIML AI Podcast with Sam Charrington Intermediate 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
RAM and bus timing — 6502 part 6
ML Fundamentals
RAM and bus timing — 6502 part 6
Ben Eater Intermediate 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
Adversarial Explanations
ML Fundamentals ⚡ AI Lesson
Adversarial Explanations
Data Skeptic Advanced 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
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
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
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
Create Basic Conversational AI Chatbot using RASA NLU
ML Fundamentals
Create Basic Conversational AI Chatbot using RASA NLU
Krish Naik Intermediate 6y ago
How To Learn Maths For Data Science By Self Study And For Free
ML Fundamentals
How To Learn Maths For Data Science By Self Study And For Free
Krish Naik Beginner 6y ago
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
Skillset Of Data Scientist In 2020 (Do not Miss this Video)
ML Fundamentals
Skillset Of Data Scientist In 2020 (Do not Miss this Video)
Krish Naik Intermediate 6y ago
Weighted Interval Scheduling Python Code
ML Fundamentals ⚡ AI Lesson
Weighted Interval Scheduling Python Code
Aladdin Persson Intermediate 6y ago
Interval Scheduling Greedy Algorithm: Python
ML Fundamentals
Interval Scheduling Greedy Algorithm: Python
Aladdin Persson Intermediate 6y ago
How To Translate Business Ideas Into Data Science Solutions
ML Fundamentals
How To Translate Business Ideas Into Data Science Solutions
Krish Naik Intermediate 6y ago
Advance House Price Prediction-Feature Selection
ML Fundamentals
Advance House Price Prediction-Feature Selection
Krish Naik Advanced 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
Skillset Of Data Analyst in 2020
ML Fundamentals
Skillset Of Data Analyst in 2020
Krish Naik Intermediate 6y ago
Interview Discussion- Solution For Tea Crop Prediction
ML Fundamentals
Interview Discussion- Solution For Tea Crop Prediction
Krish Naik 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
Python Machine Learning Tutorial #7 - Neural Networks
ML Fundamentals ⚡ AI Lesson
Python Machine Learning Tutorial #7 - Neural Networks
NeuralNine Beginner 6y ago
Practical Differential Privacy at LinkedIn with Ryan Rogers - #346
ML Fundamentals ⚡ AI Lesson
Practical Differential Privacy at LinkedIn with Ryan Rogers - #346
The TWIML AI Podcast with Sam Charrington Intermediate 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
Advance House Price Prediction-Feature Engineering Part 2
ML Fundamentals
Advance House Price Prediction-Feature Engineering Part 2
Krish Naik Beginner 6y ago
Networking Optimizations for Multi-Node Deep Learning on Kubernetes with Erez Cohen - #345
ML Fundamentals ⚡ AI Lesson
Networking Optimizations for Multi-Node Deep Learning on Kubernetes with Erez Cohen - #345
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
Different Type Of Criticism And How To Handle Them?- Motivation
ML Fundamentals
Different Type Of Criticism And How To Handle Them?- Motivation
Krish Naik Intermediate 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
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
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Python Basics: Create a Guessing Number Game from Scratch
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Python Basics: Create a Guessing Number Game from Scratch
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Deep Learning - Recurrent Neural Networks with TensorFlow
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Deep Learning - Recurrent Neural Networks with TensorFlow
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Production AI Model Development and Ethics
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Production AI Model Development and Ethics
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Réseaux neuronaux et Deep Learning
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Réseaux neuronaux et Deep Learning
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The Data Science Profession – Student View
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The Data Science Profession – Student View
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Introduction to Long Short Term Memory (LSTM) Training
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Introduction to Long Short Term Memory (LSTM) Training
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