This video is an introduction to machine learning, supervised learning, unsupervised learning, regression model, classification model, and performance evaluation metrics like accuracy, recall, precision, F1-score, RMSE - root mean square error, and R2 - coefficient of determination.
#datascience #artificialintelligence #machinelearning
Chapters:
0:00 - Supervised Learning Process
5:20 - Performance Evaluation Metric (Classification)
12:30 - Confusion Matrix
17:36 - Performance Evaluation Metric (Regression)
27:32 - Machine Learning Tree