✕ Clear filters
13,129 lessons

📐 ML Fundamentals

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

All ▶ YouTube 201,202📚 Coursera 18,210🎤 TED 1
Collisions: Crash Course Physics #10
ML Fundamentals
Collisions: Crash Course Physics #10
CrashCourse Beginner 9y ago
Debugging Tips - Watches and Call Stack
ML Fundamentals
Debugging Tips - Watches and Call Stack
codebasics Beginner 9y ago
Cookie Stealing - Computerphile
ML Fundamentals
Cookie Stealing - Computerphile
Computerphile Intermediate 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
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
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
Deep Learning Demystified
ML Fundamentals
Deep Learning Demystified
Brandon Rohrer Beginner 9y ago
Build a Movie Recommender - Machine Learning for Hackers #4
ML Fundamentals
Build a Movie Recommender - Machine Learning for Hackers #4
Siraj Raval Intermediate 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
The Mathematics of Code Breaking
ML Fundamentals
The Mathematics of Code Breaking
ritvikmath Advanced 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
Inside the Svalbard Seed Vault
ML Fundamentals
Inside the Svalbard Seed Vault
Veritasium Intermediate 9y ago
Testing our computer's registers - 8-bit register - Part 5
ML Fundamentals
Testing our computer's registers - 8-bit register - Part 5
Ben Eater Intermediate 9y ago
Building an 8-bit register - 8-bit register - Part 4
ML Fundamentals
Building an 8-bit register - 8-bit register - Part 4
Ben Eater Intermediate 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
SVM Optimization - Practical Machine Learning Tutorial with Python p.27
ML Fundamentals
SVM Optimization - Practical Machine Learning Tutorial with Python p.27
sentdex Advanced 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
Anti-Counterfeiting & Conductive Inks - Computerphile
ML Fundamentals
Anti-Counterfeiting & Conductive Inks - Computerphile
Computerphile Intermediate 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
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
Creating Our K Nearest Neighbors Algorithm - Practical Machine Learning with Python p.16
ML Fundamentals
Creating Our K Nearest Neighbors Algorithm - Practical Machine Learning with Python p.16
sentdex Intermediate 9y ago
BGP: Border Gateway Protocol - Computerphile
ML Fundamentals
BGP: Border Gateway Protocol - Computerphile
Computerphile Intermediate 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
Designing and building a 1-bit register - 8 bit register - Part 3
ML Fundamentals
Designing and building a 1-bit register - 8 bit register - Part 3
Ben Eater Intermediate 9y ago
Tri-state logic: Connecting multiple outputs together - 8 bit register - Part 2
ML Fundamentals
Tri-state logic: Connecting multiple outputs together - 8 bit register - Part 2
Ben Eater Intermediate 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
EXTRA BITS: SGML HTML XML - Computerphile
ML Fundamentals
EXTRA BITS: SGML HTML XML - Computerphile
Computerphile Intermediate 9y ago
Paxos Agreement - Computerphile
ML Fundamentals
Paxos Agreement - Computerphile
Computerphile Intermediate 9y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Debug ML Code: Fix, Trace & Evaluate
📚 Coursera Course ↗
Self-paced
Debug ML Code: Fix, Trace & Evaluate
Opens on Coursera ↗
Neural Networks and Random Forests
📚 Coursera Course ↗
Self-paced
Neural Networks and Random Forests
Opens on Coursera ↗
Amazon Kinesis Video Streams - Getting Started
📚 Coursera Course ↗
Self-paced
Amazon Kinesis Video Streams - Getting Started
Opens on Coursera ↗
Diabetes Prediction With Pyspark MLLIB
📚 Coursera Course ↗
Self-paced
Diabetes Prediction With Pyspark MLLIB
Opens on Coursera ↗
AWS Glue Getting Started
📚 Coursera Course ↗
Self-paced
AWS Glue Getting Started
Opens on Coursera ↗
Build Decision Trees, SVMs, and Artificial Neural Networks
📚 Coursera Course ↗
Self-paced
Build Decision Trees, SVMs, and Artificial Neural Networks
Opens on Coursera ↗