Data Science & Machine Learning
Course Overview
In this course, you will learn some of machine learning algorithms, principal component analysis, and regularization. You will learn about training data, and how to use a set of data to discover potentially predictive relationships. You will learn how to train algorithms using training data so you can predict the outcome for future datasets. Also will learn about overtraining and techniques to avoid it such as cross-validation.
Course summary
- Principal Component Analysis
- Algorithms
- Regularization