Yassir AZELMAD

Learned

• Describe the various types of Machine Learning algorithms and when to use them.
• Compare and contrast linear classification methods including multiclass prediction, support vector machines, and logistic regression.
• Write Python code that implements various classification techniques including K-Nearest neighbors (KNN), decision trees, and regression trees.
• Evaluate the results from simple linear, non-linear, and multiple regression on a data set using evaluation metrics.

Competences