DSC 140

Course Materials

• Syllabus

Excel

• Slides, Lecture Notes, and Code

  • Introduction to Excel

  • Basics of Excel

  • Statistics in Excel

• Projects

  • Excel Projects

• Homework

  • Introduction and Excel

Python

• Slides, Lecture Notes, and Code

  • Introduction to Python

  • Reading Data in Python

  • Loops in Python

  • Statistics in Python

  • Data Cleaning in Python

  • Machine Learning in Python

• Projects

  • Python Projects Part 1

  • Python Projects Part 2

• Homework

  • Python Homework 1

  • Python Homework 2

  • Python Homework 3

R

• Slides, Lecture Notes, and Code

  • Introduction to R

  • Machine Learning in R

• Projects

  • R Projects

• Homework

  • R Homework

MySQL

• Slides, Lecture Notes, and Code

  • Introduction to MySQL (GUI)

  • MySQL and Python

• Projects

  • MySQL Projects

• Homework

  • MySQL Homework

Additional Topics

• Slides

• Homework

  • Additional Topics Homework

Midterm 1 Review

Final Review

Ethics Report Materials

Final Project Materials