LibGuides: ANA499B v1: Module 1 Resources

Module 1 Required Resources

The Craft of Scientific Presentations
Alley, M. (2013). The craft of scientific presentations (2nd ed.). Springer.
- Refresh your use of the assertion evidence method by reviewing chapters 1 and 2, and all of the critical error subsections within.
  - Chapter 1: Introduction: Excellent technical presentations are marked by content, passion, and a keen sense of the audience.
  - Chapter 2: Speech - The Words You Say: Critical errors are discussed, including giving the wrong speech and boring your audience.
What is Feature Engineering?
Murel, J. (2024, January 20). What is feature engineering. IBM.
- IBM authors describe feature engineering techniques for feature transformation, feature extraction and selection, feature scaling, and recent research in automation and deep learning.

What is Feature Engineering?
Amazon Web Services (2025, January 1). What is feature engineering? AWS.
- This website describes the challenges of feature engineering and how AWS tools can be used.
Feature Engineering for Machine Learning: 10 Examples
Grabiński, P. (2018, December 1). Feature engineering for machine learning: 10 Examples. KD Nuggets.
- Authors show ten examples of feature engineering, including continuous and categorical features, missing values, date and time and others.