Foundations

ML Fundamentals

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

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lessons
Hallucinating Images With Deep Learning | Two Minute Papers #74
ML Fundamentals
Hallucinating Images With Deep Learning | Two Minute Papers #74
Two Minute Papers Beginner 9y ago
Web vs Internet (Deep Dark Web Pt1) - Computerphile
ML Fundamentals
Web vs Internet (Deep Dark Web Pt1) - Computerphile
Computerphile Beginner 9y ago
Torque: Crash Course Physics #12
ML Fundamentals
Torque: Crash Course Physics #12
CrashCourse Beginner 9y ago
Running an SQL Injection Attack - Computerphile
ML Fundamentals
Running an SQL Injection Attack - Computerphile
Computerphile Beginner 9y ago
Perspectives on Death: Crash Course Philosophy #17
ML Fundamentals
Perspectives on Death: Crash Course Philosophy #17
CrashCourse Beginner 9y ago
K Means with Titanic Dataset - Practical Machine Learning Tutorial with Python p.36
ML Fundamentals
K Means with Titanic Dataset - Practical Machine Learning Tutorial with Python p.36
sentdex Beginner 9y ago
Machine Learning with Text in scikit-learn (PyCon 2016)
ML Fundamentals
Machine Learning with Text in scikit-learn (PyCon 2016)
Data School Beginner 9y ago
How Data Science Works
ML Fundamentals
How Data Science Works
Brandon Rohrer Beginner 9y ago
Clustering Introduction - Practical Machine Learning Tutorial with Python p.34
ML Fundamentals
Clustering Introduction - Practical Machine Learning Tutorial with Python p.34
sentdex Beginner 9y ago
Debugging Tips - Watches and Call Stack
ML Fundamentals
Debugging Tips - Watches and Call Stack
codebasics Beginner 9y ago
Build an AI Artist - Machine Learning for Hackers #5
ML Fundamentals
Build an AI Artist - Machine Learning for Hackers #5
Siraj Raval Beginner 9y ago
Debugging Tips - Conditional Breakpoint
ML Fundamentals
Debugging Tips - Conditional Breakpoint
codebasics Beginner 9y ago
Deep Learning Demystified
ML Fundamentals
Deep Learning Demystified
Brandon Rohrer Beginner 9y ago
Artistic Style Transfer For Videos | Two Minute Papers #68
ML Fundamentals
Artistic Style Transfer For Videos | Two Minute Papers #68
Two Minute Papers Beginner 9y ago
How do I change the data type of a pandas Series?
ML Fundamentals
How do I change the data type of a pandas Series?
Data School Beginner 9y ago
Rotational Motion: Crash Course Physics #11
ML Fundamentals
Rotational Motion: Crash Course Physics #11
CrashCourse Beginner 9y ago
Existentialism: Crash Course Philosophy #16
ML Fundamentals
Existentialism: Crash Course Philosophy #16
CrashCourse Beginner 9y ago
Software Defined Networking - Computerphile
ML Fundamentals
Software Defined Networking - Computerphile
Computerphile Beginner 9y ago
Collisions: Crash Course Physics #10
ML Fundamentals
Collisions: Crash Course Physics #10
CrashCourse Beginner 9y ago
Soft Margin SVM and Kernels with CVXOPT - Practical Machine Learning Tutorial with Python p.32
ML Fundamentals
Soft Margin SVM and Kernels with CVXOPT - Practical Machine Learning Tutorial with Python p.32
sentdex Beginner 9y ago
Soft Margin SVM - Practical Machine Learning Tutorial with Python p.31
ML Fundamentals
Soft Margin SVM - Practical Machine Learning Tutorial with Python p.31
sentdex Beginner 9y ago
Why Kernels - Practical Machine Learning Tutorial with Python p.30
ML Fundamentals
Why Kernels - Practical Machine Learning Tutorial with Python p.30
sentdex Beginner 9y ago
Kernels Introduction - Practical Machine Learning Tutorial with Python p.29
ML Fundamentals
Kernels Introduction - Practical Machine Learning Tutorial with Python p.29
sentdex Beginner 9y ago
Completing SVM from Scratch - Practical Machine Learning Tutorial with Python p.28
ML Fundamentals
Completing SVM from Scratch - Practical Machine Learning Tutorial with Python p.28
sentdex Beginner 9y ago
Where HTML beats C? - Computerphile
ML Fundamentals
Where HTML beats C? - Computerphile
Computerphile Beginner 9y ago
Work, Energy, and Power: Crash Course Physics #9
ML Fundamentals
Work, Energy, and Power: Crash Course Physics #9
CrashCourse Beginner 9y ago
Magnetic Media (Floppies and Tapes) - Computerphile
ML Fundamentals
Magnetic Media (Floppies and Tapes) - Computerphile
Computerphile Beginner 9y ago
Support Vector Machine Optimization - Practical Machine Learning Tutorial with Python p.24
ML Fundamentals
Support Vector Machine Optimization - Practical Machine Learning Tutorial with Python p.24
sentdex Beginner 9y ago
CNN: Convolutional Neural Networks Explained - Computerphile
ML Fundamentals
CNN: Convolutional Neural Networks Explained - Computerphile
Computerphile Beginner 9y ago
Newtonian Gravity: Crash Course Physics #8
ML Fundamentals
Newtonian Gravity: Crash Course Physics #8
CrashCourse Beginner 9y ago
Support Vector Machine Fundamentals - Practical Machine Learning Tutorial with Python p.23
ML Fundamentals
Support Vector Machine Fundamentals - Practical Machine Learning Tutorial with Python p.23
sentdex Beginner 9y ago
Support Vector Assertion - Practical Machine Learning Tutorial with Python p.22
ML Fundamentals
Support Vector Assertion - Practical Machine Learning Tutorial with Python p.22
sentdex Beginner 9y ago
Understanding Vectors - Practical Machine Learning Tutorial with Python p.21
ML Fundamentals
Understanding Vectors - Practical Machine Learning Tutorial with Python p.21
sentdex Beginner 9y ago
Support Vector Machine Intro and Application  - Practical Machine Learning Tutorial with Python p.20
ML Fundamentals
Support Vector Machine Intro and Application - Practical Machine Learning Tutorial with Python p.20
sentdex Beginner 9y ago
Space Carving - Computerphile
ML Fundamentals
Space Carving - Computerphile
Computerphile Beginner 9y ago
Final thoughts on K Nearest Neighbors - Practical Machine Learning Tutorial with Python p.19
ML Fundamentals
Final thoughts on K Nearest Neighbors - Practical Machine Learning Tutorial with Python p.19
sentdex Beginner 9y ago
The Problem of Evil: Crash Course Philosophy #13
ML Fundamentals
The Problem of Evil: Crash Course Philosophy #13
CrashCourse Beginner 9y ago
Applying our K Nearest Neighbors Algorithm - Practical Machine Learning Tutorial with Python p.18
ML Fundamentals
Applying our K Nearest Neighbors Algorithm - Practical Machine Learning Tutorial with Python p.18
sentdex Beginner 9y ago
Deep Learning and Cancer Research | Two Minute Papers #64
ML Fundamentals
Deep Learning and Cancer Research | Two Minute Papers #64
Two Minute Papers Beginner 9y ago
The Underground Economy: Crash Course Economics #32
ML Fundamentals
The Underground Economy: Crash Course Economics #32
CrashCourse Beginner 9y ago
Writing our own K Nearest Neighbors in Code - Practical Machine Learning Tutorial with Python p.17
ML Fundamentals
Writing our own K Nearest Neighbors in Code - Practical Machine Learning Tutorial with Python p.17
sentdex Beginner 9y ago
Crazy Text & Security Printing - Computerphile
ML Fundamentals
Crazy Text & Security Printing - Computerphile
Computerphile Beginner 9y ago
Euclidean Distance - Practical Machine Learning Tutorial with Python p.15
ML Fundamentals
Euclidean Distance - Practical Machine Learning Tutorial with Python p.15
sentdex Beginner 9y ago
Training Deep Neural Networks With Dropout | Two Minute Papers #62
ML Fundamentals
Training Deep Neural Networks With Dropout | Two Minute Papers #62
Two Minute Papers Beginner 9y ago
K Nearest Neighbors Application - Practical Machine Learning Tutorial with Python p.14
ML Fundamentals
K Nearest Neighbors Application - Practical Machine Learning Tutorial with Python p.14
sentdex Beginner 9y ago
Classification w/ K Nearest Neighbors Intro - Practical Machine Learning Tutorial with Python p.13
ML Fundamentals
Classification w/ K Nearest Neighbors Intro - Practical Machine Learning Tutorial with Python p.13
sentdex Beginner 9y ago
Testing Assumptions - Practical Machine Learning Tutorial with Python p.12
ML Fundamentals
Testing Assumptions - Practical Machine Learning Tutorial with Python p.12
sentdex Beginner 9y ago
Intelligent Design: Crash Course Philosophy #11
ML Fundamentals
Intelligent Design: Crash Course Philosophy #11
CrashCourse Beginner 9y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Optimizing Machine Learning Performance
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Self-paced
Optimizing Machine Learning Performance
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Deep learning in Electronic Health Records - CDSS 2
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Self-paced
Deep learning in Electronic Health Records - CDSS 2
Opens on Coursera ↗
Building, Evaluating, and Operationalizing ML Models
📚 Coursera Course ↗
Self-paced
Building, Evaluating, and Operationalizing ML Models
Opens on Coursera ↗
The Finite Element Method for Problems in Physics
📚 Coursera Course ↗
Self-paced
The Finite Element Method for Problems in Physics
Opens on Coursera ↗
Predict Baby Weight with TensorFlow on AI Platform
📚 Coursera Course ↗
Self-paced
Predict Baby Weight with TensorFlow on AI Platform
Opens on Coursera ↗
Build Basic Generative Adversarial Networks (GANs)
📚 Coursera Course ↗
Self-paced
Build Basic Generative Adversarial Networks (GANs)
Opens on Coursera ↗