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
Programming my 8-bit breadboard computer
ML Fundamentals
Programming my 8-bit breadboard computer
Ben Eater Beginner 11y ago
Unsupervised Machine Learning - Hierarchical Clustering with Mean Shift Scikit-learn and Python
ML Fundamentals ⚡ AI Lesson
Unsupervised Machine Learning - Hierarchical Clustering with Mean Shift Scikit-learn and Python
sentdex Beginner 11y ago
Unsupervised Machine Learning - Flat Clustering with KMeans with Scikit-learn and Python
ML Fundamentals
Unsupervised Machine Learning - Flat Clustering with KMeans with Scikit-learn and Python
sentdex Beginner 11y ago
President Obama supports free Coursera Verified Certificates to teachers
ML Fundamentals
President Obama supports free Coursera Verified Certificates to teachers
Coursera Beginner 11y ago
Data Analysis in R by Dustin Tran
ML Fundamentals
Data Analysis in R by Dustin Tran
CS50 Beginner 11y ago
The Evolutionary Epic: Crash Course Big History #5
ML Fundamentals
The Evolutionary Epic: Crash Course Big History #5
CrashCourse Beginner 11y ago
BECCA chases a ball
ML Fundamentals
BECCA chases a ball
Brandon Rohrer Beginner 11y ago
Rabbits, Faces & Hyperspaces - Computerphile
ML Fundamentals ⚡ AI Lesson
Rabbits, Faces & Hyperspaces - Computerphile
Computerphile Beginner 11y ago
Drought and Famine: Crash Course World History #208
ML Fundamentals
Drought and Famine: Crash Course World History #208
CrashCourse Beginner 11y ago
BECCA plays Quidditch
ML Fundamentals
BECCA plays Quidditch
Brandon Rohrer Beginner 11y ago
Abortion: Quality Care and Public Health Implications with Jody Steinauer
ML Fundamentals
Abortion: Quality Care and Public Health Implications with Jody Steinauer
Coursera Beginner 11y ago
Allstate Purchase Prediction Challenge on Kaggle
ML Fundamentals ⚡ AI Lesson
Allstate Purchase Prediction Challenge on Kaggle
Data School Beginner 12y ago
Should Everybody Learn to Code? - Computerphile
ML Fundamentals ⚡ AI Lesson
Should Everybody Learn to Code? - Computerphile
Computerphile Beginner 12y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 26
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 26
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 25
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 25
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 24
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 24
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 23
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 23
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 22
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 22
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 21
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 21
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 20
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 20
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 19
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 19
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 18
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 18
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 17
ML Fundamentals ⚡ AI Lesson
Scikit Learn Machine Learning Tutorial for investing with Python p. 17
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 16
ML Fundamentals ⚡ AI Lesson
Scikit Learn Machine Learning Tutorial for investing with Python p. 16
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 15
ML Fundamentals ⚡ AI Lesson
Scikit Learn Machine Learning Tutorial for investing with Python p. 15
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 14
ML Fundamentals ⚡ AI Lesson
Scikit Learn Machine Learning Tutorial for investing with Python p. 14
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 13
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 13
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 12
ML Fundamentals ⚡ AI Lesson
Scikit Learn Machine Learning Tutorial for investing with Python p. 12
sentdex Beginner 11y ago
Scikit Learn Linear SVC Example Machine Learning Tutorial with Python p. 11
ML Fundamentals
Scikit Learn Linear SVC Example Machine Learning Tutorial with Python p. 11
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 10
ML Fundamentals ⚡ AI Lesson
Scikit Learn Machine Learning Tutorial for investing with Python p. 10
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial with Python p. 9
ML Fundamentals ⚡ AI Lesson
Scikit Learn Machine Learning Tutorial with Python p. 9
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial with Python p. 8
ML Fundamentals
Scikit Learn Machine Learning Tutorial with Python p. 8
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial with Python p. 7
ML Fundamentals ⚡ AI Lesson
Scikit Learn Machine Learning Tutorial with Python p. 7
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 6
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 6
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 5
ML Fundamentals ⚡ AI Lesson
Scikit Learn Machine Learning Tutorial for investing with Python p. 5
sentdex Beginner 11y ago
Scikit Learn Machine Learning  for investing Tutorial with Python p. 4
ML Fundamentals ⚡ AI Lesson
Scikit Learn Machine Learning for investing Tutorial with Python p. 4
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 3
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 3
sentdex Beginner 11y ago
Scikit Learn Machine Learning SVM Tutorial with Python p. 2 -  Example
ML Fundamentals
Scikit Learn Machine Learning SVM Tutorial with Python p. 2 - Example
sentdex Beginner 11y ago
Python  Machine learning with SKLearn Tutorial for Investing - Intro
ML Fundamentals ⚡ AI Lesson
Python Machine learning with SKLearn Tutorial for Investing - Intro
sentdex Beginner 11y ago
Subscribe For Tons of Python Programming videos and tutorials!
ML Fundamentals ⚡ AI Lesson
Subscribe For Tons of Python Programming videos and tutorials!
sentdex Beginner 11y ago
Climate Change, Chaos, and The Little Ice Age: Crash Course World History #206
ML Fundamentals
Climate Change, Chaos, and The Little Ice Age: Crash Course World History #206
CrashCourse Beginner 11y ago
BECCA watches the X-men and Bruce Lee
ML Fundamentals
BECCA watches the X-men and Bruce Lee
Brandon Rohrer Beginner 11y ago
Coursera Harlem Shake
ML Fundamentals
Coursera Harlem Shake
Coursera Beginner 11y ago
Resilience in Children Exposed to Trauma, Disaster and War: Global Perspectives
ML Fundamentals
Resilience in Children Exposed to Trauma, Disaster and War: Global Perspectives
Coursera Beginner 12y ago
Health Literacy and Communication for Health Professionals with Denise H. Britig
ML Fundamentals
Health Literacy and Communication for Health Professionals with Denise H. Britig
Coursera Beginner 12y ago
BECCA finds a stationary target at 3X speed
ML Fundamentals
BECCA finds a stationary target at 3X speed
Brandon Rohrer Beginner 12y ago
BECCA finds a stationary target
ML Fundamentals
BECCA finds a stationary target
Brandon Rohrer Beginner 12y ago
Programming for Everybody with Charles Severance
ML Fundamentals
Programming for Everybody with Charles Severance
Coursera Beginner 12y ago
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