📚 Learning Hub

Learn your enterprise data ecosystem with guided courses, documentation, SQL labs and AI recommendations.

Datasets

10

Courses

30

SQL Labs

25+

Learning Paths

5

Recommended Learning Paths

Employee Master

Human Resources

Enterprise master dataset containing employee demographics, reporting hierarchy, organizational structure, employment status and workforce information.

Employee Master Fundamentals

Beginner20 mins

Snowflake SQL for HR

Intermediate35 mins

Slowly Changing Dimensions

Advanced30 mins

Payroll

Finance

Payroll fact table containing employee compensation, deductions, taxes, bonuses and net pay for every payroll cycle.

Payroll Fundamentals

Beginner25 mins

Snowflake SQL for Finance

Intermediate40 mins

Payroll Data Modeling

Advanced30 mins

Expense Reports

Finance

Employee expense reimbursement dataset containing travel, meals, lodging, mileage and business expenses submitted for approval.

Expense Reporting Fundamentals

Beginner20 mins

Financial Data Modeling

Intermediate35 mins

Building Finance Dashboards

Advanced30 mins

Campaign Performance

Marketing

Marketing performance dataset containing campaign KPIs across email, paid search, social media and display advertising.

Marketing Analytics Fundamentals

Beginner20 mins

Campaign Attribution

Intermediate35 mins

ROAS & Conversion Analytics

Advanced30 mins

Customer Segments

Customer

Enterprise customer segmentation dataset used for personalization, targeting, customer lifetime value analysis and marketing optimization.

Customer Segmentation Fundamentals

Beginner25 mins

Customer Lifetime Value

Intermediate30 mins

Behavioral Analytics

Advanced40 mins

Department Budget

Finance

Department-level budget planning dataset tracking planned budget, actual spend, forecasts and financial variance across business units.

Corporate Budgeting

Beginner25 mins

Financial Planning & Analysis

Intermediate35 mins

Variance Analysis

Advanced30 mins

API Metrics

Engineering

Operational metrics for enterprise APIs including request volume, latency, availability, throughput and error rates. Used by SRE, engineering and platform teams to monitor production health.

API Monitoring Fundamentals

Beginner20 mins

Prometheus & Grafana

Intermediate45 mins

SRE Golden Signals

Advanced35 mins

Application Logs

Engineering

Centralized application log dataset capturing production events, warnings, errors and service activity across enterprise applications.

Centralized Logging Fundamentals

Beginner20 mins

OpenTelemetry Logging

Intermediate35 mins

Observability Best Practices

Advanced40 mins

CI Pipeline

Engineering

Continuous Integration pipeline execution history tracking builds, deployments, test results and release quality across engineering teams.

CI/CD Fundamentals

Beginner25 mins

GitHub Actions

Intermediate40 mins

DevOps Release Engineering

Advanced35 mins

Email Analytics

Marketing

Email campaign performance dataset tracking delivery, opens, clicks, conversions and engagement metrics across marketing campaigns.

Email Marketing Analytics

Beginner20 mins

Campaign Optimization

Intermediate35 mins

Marketing Attribution Models

Advanced40 mins