/eNotes

Notes for academia with a focus in Machine Learning and Mathematical Concepts

GNU General Public License v3.0GPL-3.0

eNotes

This repository contains notes that I've written over my academic journey with a focus in Machine Learning and interesting Mathematical Concepts. Best viewed on Typora or any other Markdown viewer.

Install

Clone the repository using git clone https://github.com/Ic3fr0g/eNotes.git and then view on any Markdown viewer that supports MathJax.

Table of Contents

  • Machine Learning
    • Regression
    • Neural Networks
    • ML System Design
    • SVM
    • Clustering
      • K-means
      • Mean Shift Clustering
      • DBSCAN (Density Based Spatial Clustering of Applications with Noise)
      • EM-GMM (Expectation Maximization Clustering using Gausian Mixture Models)
      • Agglomerative Hierarchical Clustering
      • Source
    • Dimensionality Reduction
    • Anomaly Detection
    • Recommender Systems
    • Large Scale ML
  • Mathematical Concepts
    • Matrices and Linear Algebra
      • SVD