LibGuides: TIM-6500: Week 1 Resources

Week 1 Resources

Python Machine Learning
Lee, W. (2019). Python machine learning. ProQuest Ebook Central
Read Chapter 1, Introduction to Machine Learning.
This chapter introduces the concept of machine learning, a technique used to find patterns in data. Specifically, the types of problems addressed using machine learning is the focus.
The CRISP-DM 1.0 Step-by-Step Data Mining Guide
IBM-SPSS (2000). The CRISP-DM 1.0 step-by-step data mining guide.
Review the guide and use for subsequent assignment support.
Data Science for Dummies
Pierson, L. (2017). Data science for dummies. ProQuest Ebook Central.
Read Chapter 1, Getting Started with Data Science.
This chapter introduces the reader to data science and how it addresses real-world problems.
Google Colab
Set up a Google account to use this open-source Python platform to support data science and machine learning projects. The Getting Started section under the Table of Contents is helpful to those new to the environment.

Business Scenarios
The attached scenarios are to be used with your Week 1 Assignment.
ABC Books dataset
This dataset will be used with Business Scenario 1
XYZ Video dataset
This dataset will be used with Business Scenario 2