LibGuides: TIM-6500: Week 8 Resources

Week 8 Resources

Python Machine Learning
Lee, W. (2019). Python machine learning. ProQuest Ebook Central.
Read Chapter 12, Deploying Machine Learning Models.
This chapter provides a comprehensive case study and evaluates different algorithms to determine the best performing one.
Data Science for Dummies
Pierson, L. (2017). Data science for dummies. ProQuest Ebook Central.
Read Chapter 9, Following the Principles of Data Visualization Design.
This chapter discusses how to layout basic types of visualizations to meet the needs of a specific audience. Specifically, the chapter details the relevance of data storytelling principles for various data science process stakeholders.
Introduction to Data Visualization in Python
Tanner, G. (2019). Data science for dummies. ProQuest Ebook Central.
This article details how to create data visualizations in Python using the Matplotlib, Pandas and Seaborn libraries.