Machine Learning with Python

  • Machine Learning Terminology
  • k-nearest Neighbor Classifier
  • Neural Networks from Scratch in Python
  • Neural Network in Python using Numypy
  • Backpropagation in Neural Networks
  • Confusion Matrix
  • Training and Testing with MNIST
  • Dropout Neural Networks
  • Neural Networks with Scikit
  • Machine Learning with Scikit and Python
  • Introduction Naive Bayes Classifier
  • Naive Bayes Classifier with Scikit
  • Introduction into Text Classification using Naive Bayes
  • Python Implementation of Text Classification
  • Decision Trees
  • Regression Trees
  • Random Forests
  • Introduction into TensorFlow