Data & Analytics · seb1n/awesome-ai-agent-skills

Generate comprehensive marketing analytics reports by collecting KPIs, analyzing trends, and delivering actionable insights with attribution modeling and funnel analysis.

seb1n/awesome-ai-agent-skills

Clean and preprocess datasets by handling missing values, removing duplicates, correcting types, resolving outliers, and enforcing validation schemas.

seb1n/awesome-ai-agent-skills

Create clear, effective charts and dashboards from structured data using matplotlib, seaborn, and plotly.

seb1n/awesome-ai-agent-skills

Perform systematic exploratory data analysis to understand dataset structure, distributions, relationships, and anomalies before modeling.

seb1n/awesome-ai-agent-skills

Optimize machine learning model hyperparameters using grid search, random search, Bayesian optimization, and Hyperband to maximize model performance within a compute budget.

seb1n/awesome-ai-agent-skills

Analyze datasets to answer defined questions through statistical methods, trend identification, hypothesis testing, and correlation analysis.

seb1n/awesome-ai-agent-skills

Set up and manage data labeling workflows using manual annotation tools, semi-automated pipelines, active learning, and programmatic weak supervision.

seb1n/awesome-ai-agent-skills