Estudo de Machine Learning com Python

Intro

Clustering

Multi Layer Perceptron & Support Vector Machines

Convolutional Neural Network

Decision Trees

Validations

Time Series

Natural Language Processing

Reinforcement Learning

From scratch series - Patrick Loeber course

  • KNN
    • .py
  • Linear Regression
    • .py
  • Logistic Regression
    • .py
  • Linear and Logistic Regression
    • .py
  • Naive Bayes
    • .py
  • Perceptron
    • .py
  • SVM
    • .py
  • Decision Tree
    • .py
  • Random Forest
    • .py
  • PCA
    • .py
  • K-Means
  • AdaBoost
    • .py
  • LDA (Linear Discriminant Analysis)
    • .py
  • How to Load Machine Learning Data From Files
    • .py