Topics
Diğer Eğitimler

Topics

  • Machine Learning with Scikit-learn

  • Supervised, Unsupervised, Reinforcement Learning

  • Classification vs. Regression

  • Bias vs. Variance, Cross Validation

  • Dimensionality Reduction, One Hot Encoding

  • Regularization: Lasso, Ridge, Elastic Net

  • Error Metrics: MAE, RMSE, Accuracy, Precision, Recall

  • Linear and Polynomial Regression

  • Logistic Regression

  • K-Nearest Neighbors

  • Decision Trees

  • Random Forest

  • Support Vector Machines

  • Unsupervised Learning

  • K-means Clustering