AI 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
Day 1 AMWhat AI can do with data. Hallucination risks. Verification requirements. Trust but verify.
Exploratory Analysis with AI
Day 1 AMDescribing datasets. Identifying patterns. Anomaly detection. Hypothesis generation.
Natural Language to SQL
Day 1 PMQuery generation. Optimisation suggestions. Explaining existing queries. Debugging SQL errors.
Hands-On: SQL Generation Workshop
Day 1 PMPractice generating and validating SQL queries for real business questions.
Data Cleaning & Transformation
Day 2 AMHandling messy data. Transformation logic. Data quality checks. Documentation.
Dashboard & KPI Design
Day 2 AMRequirements gathering with AI. Metric definitions. Visualisation recommendations.
Data Storytelling & Narratives
Day 2 PMGenerating insights summaries. Executive briefings. Explaining trends. Automated commentary.
Workshop: Automate a Report
Day 2 PMTake 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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Frequently asked questions
Is lunch included in the training?
Yes. All full-day training sessions include a catered lunch, as well as refreshments throughout the day. Please inform us of any dietary requirements when booking.
Where are you located?
Our training facility is located in Dublin city centre. You can find us on Google Maps. For on-site training, we travel to your premises anywhere in Ireland.
What materials are provided?
All participants receive comprehensive course materials, including presentation slides, reference guides, templates, and access to our resource library. Materials are provided digitally and remain accessible after the course.
Can courses be customised for our organisation?
Absolutely. We offer bespoke training programmes tailored to your industry, workflows, and specific objectives. Please contact us to discuss your requirements and we will prepare a customised proposal.
What is the minimum group size?
The minimum group size for private training is two participants. For larger groups exceeding 25 participants, we recommend splitting into multiple sessions to ensure optimal engagement and interaction.
What are the payment terms?
We require a 50% deposit upon booking confirmation, with the balance due seven days prior to the training date. We accept bank transfer and all major credit cards. Volume discounts are available for larger bookings.
What is your cancellation policy?
Cancellations made more than 14 days before the scheduled date are eligible for a full refund. Cancellations within 14 days may be rescheduled at no additional cost, subject to availability. We understand circumstances change and will work with you to find a suitable alternative.