Location

Community Services & Continuing Education - Alexandria

Objectives

• This course aims to teach students what machine learning is and how it is related to statistics and data analysis.

Outcomes

By the end of this course , Students will be able to :• Know how machine learning uses computer algorithms to search for patterns in data.• Use data patterns to make decisions and predictions with real-world examples.

Course Contents

1. Supervised Learning • Regression• Classification• Logistic Regression• SVM2. Unsupervised Learning • Clustering• K-Means• Dimension Reduction• PCA3. Model Selection & Evaluation• Cross Validation