Applied Data Science – Spring 2023

Course No: 0907761
Course Name: Applied Data Science

Microsoft Team: Link

Handouts and Slides:

  • Course Syllabus (pdf)
  • Course Introduction (pdf)
  • Python
  • Python Introduction (pdf)
  • Python Basics (pdf)
  • Important Python Packages (pdf)
  • Advanced Python (pdf)
  • NumPy (pdf)
  • Data Analysis
  • Getting Started with pandas (pdf)
  • Data Loading, Storage, and File Formats (pdf)
  • Data Cleaning and Preparation (pdf)
  • Data Wrangling (pdf)
  • Plotting and Visualization (pdf)
  • Data Aggregation and Group Operations (pdf)
  • Time Series (pdf)
  • Big Data
  • Introduction to Big Data (pdf)
  • Big Data Patterns (pdf)

Videos:

Homework:

  • TBA

Solutions:

  • TBA

Grades and Attendance:

  • Grades sheet (TBA)

Last update on 2/3/2023