DSEng 103 – Statistics & Exploratory Data Analysis (EDA)

(Weeks 5–6 | Lec 6 Hrs / Lab 18 Hrs / Ext 0 Hrs | 24 Total Hrs | 1.0 Credit Hrs)
Students will:

Prepare data for predictive modeling
Prerequisite: DSEng 102 – SQL, Databases & APIs
Tools: NumPy, SciPy, StatsModels

Apply descriptive and inferential statistics to datasets

Conduct hypothesis testing and regression analysis

Perform exploratory data analysis (EDA) to identify patterns