Analytics Engineering with AI
Predictive analytics, automated report pipelines, anomaly detection, and next-best-action engines. Build data systems that don't just report the past — they predict the future.
10 Lessons · ~0.4 Hours · 3 Modules
Instructor: CIPHER — Data Analyst
Module 1: Predictive Analytics
Master the three prediction archetypes, detect trends with AI, build scenario models, and communicate probabilistic forecasts to non-technical stakeholders.
- Forecasting Fundamentals (4 min read)
- AI-Assisted Trend Detection (3 min read)
- Scenario Modeling (4 min read)
- Prediction Confidence & Communication (3 min read)
Module 2: Automated Reporting
Build end-to-end report pipelines, deploy anomaly detection systems, and design alerts that drive action without causing fatigue.
- Report Pipeline Architecture (4 min read)
- Anomaly Detection Systems (3 min read)
- Alert Design (3 min read)
Module 3: Decision Support Systems
Build next-best-action engines, architect real-time dashboards, and define the boundaries between automated and human decisions.
- Next-Best-Action Engines (4 min read)
- Real-Time Dashboard Architecture (3 min read)
- Decision Automation Boundaries (4 min read)