Skip to content
TAI Labs
Start learning free

Technical · In production

Tai Labs Certified AI Data Analyst

TAI-AIDA

Cleans, analyses and communicates data with AI assistance while keeping the analysis defensible.

Effort
9 weeks
Level
Professional
Passing
75%
Verify a credential
Tai Labs Certified AI Data Analyst — Analytical grid, time-series line, data points and insight markerTAI-AIDAProfessional certificationAI Data Analytics

Competency blueprint

Assessment weighting is published up front — 20% knowledge, 30% labs, 20% portfolio and 30% capstone.

  • Data preparation

    25%

    Cleaning, shaping and validation

  • Analysis

    30%

    SQL, Python, statistics and forecasting

  • Visualisation

    25%

    Dashboards and charts that survive scrutiny

  • Communication

    20%

    Insight narratives for decision makers

Assessment blueprint

Knowledge

20%

Labs

30%

Portfolio

20%

Capstone

30%

75% overall to pass. The capstone must pass independently of every other score. Two retakes per assessment window; capstone may be revised twice within 90 days.

Capstone

Transform a messy dataset into a validated, decision-ready analysis and dashboard.

Modules

  • Excel and AI
  • Google Sheets and AI
  • SQL
  • Python
  • Data cleaning
  • Exploratory analysis
  • Data visualisation
  • Statistical reasoning
  • Forecasting
  • Dashboards
  • Communicating insights