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
Proving the Fundamental Theorem of Calculus Part 1
ML Fundamentals
Proving the Fundamental Theorem of Calculus Part 1
ritvikmath Intermediate 13y ago
Method of Finite Differences - Formula for First n Squares
ML Fundamentals
Method of Finite Differences - Formula for First n Squares
ritvikmath Intermediate 13y ago
mar041302
ML Fundamentals
mar041302
Skip Price Intermediate 13y ago
mar021301
ML Fundamentals
mar021301
Skip Price Intermediate 13y ago
Single Photon Interference
ML Fundamentals
Single Photon Interference
Veritasium Intermediate 13y ago
Demo and Training with
ML Fundamentals
Demo and Training with
Coursera Intermediate 13y ago
Demo and Training with undefined
ML Fundamentals
Demo and Training with undefined
Coursera Intermediate 13y ago
The Original Double Slit Experiment
ML Fundamentals
The Original Double Slit Experiment
Veritasium Intermediate 13y ago
It's a Sinch
ML Fundamentals
It's a Sinch
ritvikmath Intermediate 13y ago
Polygonal Numbers - Algebraic Approach
ML Fundamentals
Polygonal Numbers - Algebraic Approach
ritvikmath Intermediate 13y ago
Polygonal Numbers - Geometric Approach & Fermat's Polygonal Number Theorem
ML Fundamentals
Polygonal Numbers - Geometric Approach & Fermat's Polygonal Number Theorem
ritvikmath Intermediate 13y ago
Math Puzzle - Stickers - Solution
ML Fundamentals
Math Puzzle - Stickers - Solution
ritvikmath Intermediate 13y ago
Math Puzzle - Stickers
ML Fundamentals
Math Puzzle - Stickers
ritvikmath Intermediate 13y ago
Math Puzzle - Secret Scores - Solutions
ML Fundamentals
Math Puzzle - Secret Scores - Solutions
ritvikmath Intermediate 13y ago
Solving Problems using Basic Congruences
ML Fundamentals
Solving Problems using Basic Congruences
ritvikmath Intermediate 13y ago
Easier Way to Find the Day of the Week
ML Fundamentals
Easier Way to Find the Day of the Week
ritvikmath Intermediate 13y ago
Math Puzzle - Secret Scores
ML Fundamentals
Math Puzzle - Secret Scores
ritvikmath Intermediate 13y ago
Math Puzzle - Ball Balance
ML Fundamentals
Math Puzzle - Ball Balance
ritvikmath Intermediate 13y ago
Math Puzzle - Ball Balance - Solution
ML Fundamentals
Math Puzzle - Ball Balance - Solution
ritvikmath Intermediate 13y ago
Solving Problems using Fermat's Little Theorem
ML Fundamentals
Solving Problems using Fermat's Little Theorem
ritvikmath Intermediate 13y ago
Proving the Chain Rule
ML Fundamentals
Proving the Chain Rule
ritvikmath Intermediate 13y ago
Math Puzzle - Deli Dilemma - Solution
ML Fundamentals
Math Puzzle - Deli Dilemma - Solution
ritvikmath Intermediate 13y ago
Math Puzzle - Deli Dilemma
ML Fundamentals
Math Puzzle - Deli Dilemma
ritvikmath Intermediate 13y ago
Math Puzzle - Three Person Shootout - Solution
ML Fundamentals
Math Puzzle - Three Person Shootout - Solution
ritvikmath Intermediate 13y ago
Math Puzzle - Three Person Shootout
ML Fundamentals
Math Puzzle - Three Person Shootout
ritvikmath Intermediate 13y ago
Math Puzzle - Solution - Circle Center
ML Fundamentals
Math Puzzle - Solution - Circle Center
ritvikmath Intermediate 13y ago
Math Puzzle  - Circle Center
ML Fundamentals
Math Puzzle - Circle Center
ritvikmath Intermediate 13y ago
Math Puzzle - Solution - Milk and Water
ML Fundamentals
Math Puzzle - Solution - Milk and Water
ritvikmath Intermediate 13y ago
Math Puzzle - Milk and Water
ML Fundamentals
Math Puzzle - Milk and Water
ritvikmath Intermediate 13y ago
Square Root of 2 by Hand
ML Fundamentals
Square Root of 2 by Hand
ritvikmath Intermediate 13y ago
Finding Square Roots by Hand
ML Fundamentals
Finding Square Roots by Hand
ritvikmath Intermediate 13y ago
The Euclidian Algorithm
ML Fundamentals
The Euclidian Algorithm
ritvikmath Intermediate 13y ago
Euler's Identity
ML Fundamentals
Euler's Identity
ritvikmath Intermediate 13y ago
How Many Squares?
ML Fundamentals
How Many Squares?
ritvikmath Intermediate 13y ago
Finding the Day of the Week for any Date in 2013
ML Fundamentals
Finding the Day of the Week for any Date in 2013
ritvikmath Intermediate 13y ago
mar041301
ML Fundamentals
mar041301
Skip Price Intermediate 13y ago
St Charles 8th grade Girls finish 3rd in MCYO
ML Fundamentals
St Charles 8th grade Girls finish 3rd in MCYO
Skip Price Intermediate 13y ago
St Charles Basketball 2013
ML Fundamentals
St Charles Basketball 2013
Skip Price Intermediate 13y ago
Noelle at the stripe
ML Fundamentals
Noelle at the stripe
Skip Price Intermediate 13y ago
harvardX - Black Ops II Game Clip
ML Fundamentals
harvardX - Black Ops II Game Clip
Skip Price Intermediate 13y ago
harvardX - Black Ops II Game Clip
ML Fundamentals
harvardX - Black Ops II Game Clip
Skip Price Intermediate 13y ago
Problem Set 13
ML Fundamentals
Problem Set 13
ritvikmath Intermediate 13y ago
Problem Set 12
ML Fundamentals
Problem Set 12
ritvikmath Intermediate 13y ago
St Charles - Liz Hickman 2013
ML Fundamentals
St Charles - Liz Hickman 2013
Skip Price Intermediate 13y ago
The Frobenius Problem - Proving that Each Remainder is Covered
ML Fundamentals
The Frobenius Problem - Proving that Each Remainder is Covered
ritvikmath Intermediate 13y ago
The Frobenius Problem - Method for Finding the Frobenius Number of Two Numbers
ML Fundamentals
The Frobenius Problem - Method for Finding the Frobenius Number of Two Numbers
ritvikmath Intermediate 13y ago
The Frobenius Problem - Problem Statement
ML Fundamentals
The Frobenius Problem - Problem Statement
ritvikmath Intermediate 13y ago
The Frobenius Problem - The Chicken McNugget Numbers
ML Fundamentals
The Frobenius Problem - The Chicken McNugget Numbers
ritvikmath Intermediate 13y ago
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