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
Invertibility of Time Series : Time Series Talk
ML Fundamentals
Invertibility of Time Series : Time Series Talk
ritvikmath Intermediate 6y ago
Deploy machine learning model to production AWS (Amazon EC2 instance)
ML Fundamentals
Deploy machine learning model to production AWS (Amazon EC2 instance)
codebasics Beginner 6y ago
Live Q&A Data Science
ML Fundamentals
Live Q&A Data Science
Krish Naik Intermediate 6y ago
What is Clustering | Introduction to Machine Learning for beginners | The Most Used Terms 10
ML Fundamentals
What is Clustering | Introduction to Machine Learning for beginners | The Most Used Terms 10
What's AI by Louis-François Bouchard Beginner 6y ago
Sales Chat Bot Project Using Rasa NLU| Data Science
ML Fundamentals
Sales Chat Bot Project Using Rasa NLU| Data Science
Krish Naik Intermediate 6y ago
Can Deepfake work on Anime?
ML Fundamentals
Can Deepfake work on Anime?
bycloud Beginner 6y ago
Generating Poetic Texts with Recurrent Neural Networks in Python
ML Fundamentals
Generating Poetic Texts with Recurrent Neural Networks in Python
NeuralNine Beginner 6y ago
What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
ML Fundamentals
What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
What's AI by Louis-François Bouchard Beginner 6y ago
Codebasics Live Q & A - Feb 19, 2020
ML Fundamentals
Codebasics Live Q & A - Feb 19, 2020
codebasics Beginner 6y ago
Feistel Cipher - Computerphile
ML Fundamentals
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
Why Are Time Series Special? : Time Series Talk
ML Fundamentals
Why Are Time Series Special? : Time Series Talk
ritvikmath Intermediate 6y ago
Turning Ideas into ML Powered Products with Emmanuel Ameisen - #349
ML Fundamentals
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
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
Scott Aaronson: Quantum Computing | Lex Fridman Podcast #72
Lex Fridman Beginner 6y ago
3 Proven Data Science Projects for Beginners (Kaggle)
ML Fundamentals
3 Proven Data Science Projects for Beginners (Kaggle)
Ken Jee Beginner 6y ago
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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
How Autofocus Works - Computerphile
ML Fundamentals
How Autofocus Works - Computerphile
Computerphile Intermediate 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
Adversarial Explanations
Data Skeptic Advanced 6y ago
Python Machine Learning Tutorial #8 - Handwritten Digit Recognition with Tensorflow
ML Fundamentals
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
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ML Fundamentals
Impact Measurement - Innovations and Tensions
Saïd Business School, University of Oxford Intermediate 6y ago
AI for Agriculture and Global Food Security with Nemo Semret - #347
ML Fundamentals
AI for Agriculture and Global Food Security with Nemo Semret - #347
The TWIML AI Podcast with Sam Charrington 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
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
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
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
Skillset Of Data Analyst in 2020
ML Fundamentals
Skillset Of Data Analyst in 2020
Krish Naik Intermediate 6y ago
Python Sudoku Solver - Computerphile
ML Fundamentals
Python Sudoku Solver - Computerphile
Computerphile 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
Python Machine Learning Tutorial #7 - Neural Networks
NeuralNine Beginner 6y ago
Practical Differential Privacy at LinkedIn with Ryan Rogers - #346
ML Fundamentals
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
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Maximizing the Generative AI Value
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Advanced Neural Network Techniques
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Introduction Course to Autoencoders, VAEs, and GANs
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Data Science & Machine Learning Fundamentals
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Data Science & Machine Learning Fundamentals
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Python: Implement & Evaluate Random Forests for ML
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Python: Implement & Evaluate Random Forests for ML
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