DataAI: Modeling, Analysis and Outcomes
Exploratory analysis, feature engineering, model selection, evaluation and communicating results.
COMP-321 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · CompTIA Certification Prep
Course content
- 1The data science processComing
- 2Exploratory data analysisComing
- 3Feature engineeringComing
- 4Choosing a modelComing
- 5Training and validationComing
- 6Evaluation metricsComing
- 7Model interpretationComing
- 8Bias and fairness checksComing
- 9Communicating outcomesComing
- 10Business valueComing
- 11DocumentationComing
- 12A modeling projectComing
Requirements
Recommended background. You can start any course at any time.
Description
Exploratory analysis, feature engineering, model selection, evaluation and communicating results.