Logo
  • Mathematical Notation

Probability

  • What is Probability
  • Bayes Theorem
  • Random Variables
  • Discrete Distributions
  • Continuous Distributions
  • Joint Distributions
  • Covariance and Correlation
  • Estimators and Sampling Distributions
  • Moments Generating Functions
  • Maximum Likelihood Estimation
  • Confidence Interval
  • Hypothesis Testing

Deep learning

  • What is Deep Learning
  • Vectors, Matrices, and Tensors
  • Loss Functions
  • Evaluation Metrics

Mathematics

  • Calculus
  • Linear Algebra
  • Statistics

Practice

  • Probability solutions
  • R Solutions
ml_notes.akkefa.com
  • »
  • Search

© Copyright 2022, Ikram Ali - mrikram1989@gmail.com. Revision 6803e3b0.

Built with Sphinx using a theme provided by Read the Docs.
Read the Docs v: latest
Versions
latest
Downloads
pdf
html
epub
On Read the Docs
Project Home
Builds