IN1002B Introduction to Data Science Projects

Materials for Semester FJ 2025

Author

Affiliation

Alan R. Vazquez

Tecnologico de Monterrey

Course topics

Module 2

1. Introduction to Data Science (slides)
2. Introduction to Python and Pandas (slides) (colab)
3. Data Manipulation and Wrangling (slides) (colab)
4. Data Types and Visualization (slides) (colab)
5. Preprocessing: Part 1 (slides) (colab)
6. Preprocessing: Part 2 (slides) (colab)

Module 3

1. Introduction to Linear Regression (slides) (colab)
2. Model Inference and Evaluation (slides) (colab)
3. Additional Topics (slides) (colab)
4. Logistic Regression (slides) (colab)

About the author

Alan R. Vazquez (website) is a Research Professor at the Department of Industrial Engineering at Tecnologico de Monterrey, Monterrey campus.

License

IN1002B Introduction to Data Science Projects by Alan Roberto Vazquez is licensed under CC BY-NC-SA 4.0