Hypothesis Testing and ETL Workflows
Proj7 analyzes Data Science Lab applicant data using statistical testing. Builds ETL pipelines and creates dashboards for reporting.
CSV with applicant demographics and outcomes.
Chi-Square Test, A/B Testing, ETL Classes
p-values, effect sizes, statistical significance
| Lesson | Topic | Query |
|---|---|---|
| 7.1 | Meet DS Lab Applicants | "run lesson 7.1" |
| 7.2 | ETL Class | "run lesson 7.2" |
| 7.3 | Chi-Square Test | "run lesson 7.3" |
| 7.4 | Dashboard | "run lesson 7.4" |
| Tool | Description |
|---|---|
load_proj7_data |
Load DS Lab applicant dataset |
run_chi_square |
Perform Chi-Square test of independence |
run_ab_test |
Conduct A/B test with significance |