echofoldAI for Data & Analytics
Turn data questions into answers with natural language. Generate SQL, accelerate analysis, automate reporting.
Overview
Stop waiting for reports. This course teaches analysts and business users to use AI for exploratory data analysis, SQL generation, and insight extraction. Learn to ask questions in plain English and get actionable answers—while understanding the verification requirements and limitations.
Designed for
Prerequisites
AI Foundations course or equivalent AI familiarity; basic SQL knowledge helpful but not required
Learning outcomes
Course structure
AI for Data Work: Opportunities & Risks
What AI can do with data. Hallucination risks. Verification requirements. Trust but verify.
Exploratory Analysis with AI
Describing datasets. Identifying patterns. Anomaly detection. Hypothesis generation.
Natural Language to SQL
Query generation. Optimisation suggestions. Explaining existing queries. Debugging SQL errors.
Hands-On: SQL Generation Workshop
Practice generating and validating SQL queries for real business questions.
Data Cleaning & Transformation
Handling messy data. Transformation logic. Data quality checks. Documentation.
Dashboard & KPI Design
Requirements gathering with AI. Metric definitions. Visualisation recommendations.
Data Storytelling & Narratives
Generating insights summaries. Executive briefings. Explaining trends. Automated commentary.
Workshop: Automate a Report
Take an existing report and build an AI-assisted workflow to produce it faster.
What participants receive
Delivery options
On-site
We come to your offices. Ideal for team-wide training.
Remote
Live virtual sessions. Full interaction with instructors.
Dublin venue
Join scheduled sessions at our training facility.
Enquire about AI for Data & Analytics
Request this course for your team. We'll follow up with availability, pricing for your group size, and answer any questions.
We respond within 24 hours with a tailored proposal
Flexible scheduling for on-site, remote, or hybrid delivery
Volume discounts available for larger groups
Enquire about this course
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