Data Science Project: MATLAB for the Real World

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  • 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.
  • 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.
  • 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.
  • 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.