Long-term machine learning course

Topics:

  • Basic Python for Machne Learning
  • Optimization and Optimizers
  • Linear Regression
  • Logistic regression
  • GLM
  • SVM
  • PCA
  • Clustering
  • naive Bayes classification
  • Single Layer Neural Networks
  • Multi-Layer Neural Networks

Course teacher: Mohammad Hossion Amini

Machine learning