Data Science Project: MATLAB for the Real World (Coursera)

Course 4 of 4 in the Practical Data Science with MATLAB Specialization

Syllabus

WEEK 1

Import and Explore the Data

In this module you'll be introduced to the goals of the capstone project. You will complete the initial task of preparing a data set and performing an exploratory analysis.

WEEK 2

Create and Evaluate Features

In this module you'll perform feature engineering. You'll create a response variable and investigate the relationships between features and the response variable.

WEEK 3

Apply Machine Learning

In this module you will perform machine learning. You'll train and customize various models. Using validation data and common evaluation metrics you'll choose the most appropriate model for the problem.

WEEK 4

Communicate Your Results

In this module, you'll learn a framework for creating a data science story and the importance of crafting your narrative for the intended audience, along with tips for creating meaningful visualizations.