Tag Index

1 item with this tag.

• Jun 23, 2026

  Statistics & Bias-Variance

  • foundation
  • statistics
  • bias-variance
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Gradient Boosting Tree

  • model
  • ensemble
  • boosting
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Calculus

  • foundation
  • calculus
  • first-principles
  • suryansh.co

3 items with this tag.

• Jun 23, 2026

  Decision Tree

  • model
  • classification
  • regression
  • tree
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Naive Bayes

  • model
  • classification
  • probabilistic
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Random Forest

  • model
  • ensemble
  • classification
  • regression
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Convolutional Neural Network

  • model
  • deep-learning
  • cnn
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Convolutional Neural Network

  • model
  • deep-learning
  • cnn
  • first-principles
  • suryansh.co

2 items with this tag.

• Jun 23, 2026

  Linear Discriminant Analysis

  • model
  • dimensionality-reduction
  • supervised
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Principal Component Analysis

  • model
  • dimensionality-reduction
  • unsupervised
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Distance & Similarity

  • foundation
  • distance
  • similarity
  • first-principles
  • suryansh.co

2 items with this tag.

• Jun 23, 2026

  Gradient Boosting Tree

  • model
  • ensemble
  • boosting
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Random Forest

  • model
  • ensemble
  • classification
  • regression
  • first-principles
  • suryansh.co

18 items with this tag. Showing first 10 tags.

• Jun 24, 2026

  ML First Principles

  • index
  • ml
  • first-principles

• Jun 23, 2026

  Calculus

  • foundation
  • calculus
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Distance & Similarity

  • foundation
  • distance
  • similarity
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Information Theory

  • foundation
  • information-theory
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Linear Algebra

  • foundation
  • linear-algebra
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Optimization & Gradient Descent

  • foundation
  • optimization
  • gradient-descent
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Probability & Distributions

  • foundation
  • probability
  • statistics
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Statistics & Bias-Variance

  • foundation
  • statistics
  • bias-variance
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Convolutional Neural Network

  • model
  • deep-learning
  • cnn
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Decision Tree

  • model
  • classification
  • regression
  • tree
  • first-principles
  • suryansh.co

7 items with this tag.

• Jun 23, 2026

  Calculus

  • foundation
  • calculus
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Distance & Similarity

  • foundation
  • distance
  • similarity
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Information Theory

  • foundation
  • information-theory
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Linear Algebra

  • foundation
  • linear-algebra
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Optimization & Gradient Descent

  • foundation
  • optimization
  • gradient-descent
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Probability & Distributions

  • foundation
  • probability
  • statistics
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Statistics & Bias-Variance

  • foundation
  • statistics
  • bias-variance
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Optimization & Gradient Descent

  • foundation
  • optimization
  • gradient-descent
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 24, 2026

  ML First Principles

  • index
  • ml
  • first-principles

1 item with this tag.

• Jun 23, 2026

  Information Theory

  • foundation
  • information-theory
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Linear Algebra

  • foundation
  • linear-algebra
  • first-principles
  • suryansh.co

2 items with this tag.

• Jun 24, 2026

  ML First Principles

  • index
  • ml
  • first-principles

• Jun 23, 2026

  _MOC - ML First Principles

  • moc
  • ml
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  _MOC - ML First Principles

  • moc
  • ml
  • first-principles
  • suryansh.co

9 items with this tag.

• Jun 23, 2026

  Convolutional Neural Network

  • model
  • deep-learning
  • cnn
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Decision Tree

  • model
  • classification
  • regression
  • tree
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Gradient Boosting Tree

  • model
  • ensemble
  • boosting
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Hidden Markov Model

  • model
  • probabilistic
  • sequential
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Linear Discriminant Analysis

  • model
  • dimensionality-reduction
  • supervised
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Linear Regression

  • model
  • regression
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Naive Bayes

  • model
  • classification
  • probabilistic
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Principal Component Analysis

  • model
  • dimensionality-reduction
  • unsupervised
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Random Forest

  • model
  • ensemble
  • classification
  • regression
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Optimization & Gradient Descent

  • foundation
  • optimization
  • gradient-descent
  • first-principles
  • suryansh.co

2 items with this tag.

• Jun 23, 2026

  Hidden Markov Model

  • model
  • probabilistic
  • sequential
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Naive Bayes

  • model
  • classification
  • probabilistic
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Probability & Distributions

  • foundation
  • probability
  • statistics
  • first-principles
  • suryansh.co

3 items with this tag.

• Jun 23, 2026

  Decision Tree

  • model
  • classification
  • regression
  • tree
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Linear Regression

  • model
  • regression
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Random Forest

  • model
  • ensemble
  • classification
  • regression
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Hidden Markov Model

  • model
  • probabilistic
  • sequential
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Distance & Similarity

  • foundation
  • distance
  • similarity
  • first-principles
  • suryansh.co

2 items with this tag.

• Jun 23, 2026

  Probability & Distributions

  • foundation
  • probability
  • statistics
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Statistics & Bias-Variance

  • foundation
  • statistics
  • bias-variance
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Linear Discriminant Analysis

  • model
  • dimensionality-reduction
  • supervised
  • first-principles
  • suryansh.co

17 items with this tag. Showing first 10 tags.

• Jun 23, 2026

  Calculus

  • foundation
  • calculus
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Distance & Similarity

  • foundation
  • distance
  • similarity
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Information Theory

  • foundation
  • information-theory
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Linear Algebra

  • foundation
  • linear-algebra
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Optimization & Gradient Descent

  • foundation
  • optimization
  • gradient-descent
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Probability & Distributions

  • foundation
  • probability
  • statistics
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Statistics & Bias-Variance

  • foundation
  • statistics
  • bias-variance
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Convolutional Neural Network

  • model
  • deep-learning
  • cnn
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Decision Tree

  • model
  • classification
  • regression
  • tree
  • first-principles
  • suryansh.co

• Jun 23, 2026

  Gradient Boosting Tree

  • model
  • ensemble
  • boosting
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Decision Tree

  • model
  • classification
  • regression
  • tree
  • first-principles
  • suryansh.co

1 item with this tag.

• Jun 23, 2026

  Principal Component Analysis

  • model
  • dimensionality-reduction
  • unsupervised
  • first-principles
  • suryansh.co