#1 India's Top IT Training Institute

×

About Uncodemy

Know more about who we are and what we stand for.

About Us

About Us

Discover our mission to equip individuals with essential IT skills and industry expertise.

Read More →
UnCodeMy Gallery

UnCodeMy Gallery

Explore highlights from our IT training sessions and success stories.

Read More →
×

Free Resources

Learn, practice and plan your career — bilkul free.

Tutorials

Tutorials

Step-by-step written tutorials to learn any technology at your own pace.

Read More →
Free Counselling

Free Counselling

Book a free video counselling session and pick the right course for you.

Read More →
Online Compiler

Online Compiler

Write, run and test your code online — no setup required.

Read More →

Data Analytics with GenAI
PDF Downloads

Download data analytics with GenAI PDF material from Uncodemy: how analysts use AI for SQL, Python and reports, a safe workflow and the risks to avoid.

Prepared by: Uncodemy trainer team Reviewed by: Uncodemy Last reviewed: 24 Oct 2026
Download Brochure See the safe workflow
Safe Workflow — 5 Steps
1
Define the business question first, in your own words.
2
Give the tool the table structure, never real customer data.
3
Ask for code or a formula and an explanation.
4
Run it on a small sample and compare with a result you can verify by hand.
5
Record what you asked and what you changed.

Quick Answer

This page lists Uncodemy's Data Analytics with GenAI PDFs, each as its own file. Generative AI can speed up an analyst's work by drafting SQL, explaining Python errors and summarising findings, but every output must be verified, and sensitive data must never be pasted into public tools.

Download

Data Analytics with GenAI PDFs

Each download below is its own file. Pick what you need — an AI-for-analysts guide, a safe workflow PDF, or a risks & limits primer.

3 PDFs Available
PDF 01 Most Popular

GenAI for Analysts Guide

How analysts actually use generative AI in daily work — drafting SQL and Python, explaining errors, suggesting formulas and charts, and summarising findings.

PDF Free Oct 2026
Download Brochure
PDF 02 Workflow

Safe Workflow PDF

The five-step workflow for using GenAI on analytics work safely — from defining the question to recording what you asked and what you changed.

PDF Free Oct 2026
Download Brochure
PDF 03 Risks & Limits

Risks & Limits PDF

The four risks every analyst must manage when using GenAI — hallucination, privacy, over-reliance and bias — with concrete checks for each.

PDF Free Oct 2026
Download Brochure

Each download is a separate file. Show only as many cards as there are real PDFs — each with its own title, description, page count, size and file.

01

Safe workflow for using GenAI in analytics

Five steps, in this order. Skip any of them and the risk of shipping a wrong number rises sharply — especially steps 2 and 4.

  1. Define the business question first, in your own words.
  2. Give the tool the table structure, never real customer data.
  3. Ask for code or a formula and an explanation.
  4. Run it on a small sample and compare with a result you can verify by hand.
  5. Record what you asked and what you changed.
02

Risks to manage

Hallucination: confident but wrong output.
Privacy: personal or company data pasted into public tools may breach policy.
Over-reliance: if you cannot explain the query, you cannot defend it in an interview or at work.
Bias: AI summaries can overstate weak patterns.

Learn with a trainer

Ready to use GenAI in your analytics work the right way? Explore Uncodemy's Data Analytics course and learn from industry trainers.

View Course
About these PDFs: These PDFs are study material for learning and revision. They are not a certificate, a degree or a promise of a job, and technology changes, so check official documentation for the latest details. Spot an error? Write to info@uncodemy.com and the trainer team will review it.
FAQ

Frequently Asked Questions

How is generative AI used in data analytics?
Analysts use generative AI to draft SQL and Python, explain errors, suggest formulas and charts, and summarise findings. The analyst must still verify every output.
Can GenAI replace a data analyst?
No. GenAI can speed up routine tasks, but defining the right question, checking data quality and judging results still need a human analyst.
Is it safe to paste company data into AI tools?
Not into public tools unless your organisation allows it. Share table structures or anonymised samples instead of real customer or company data.
Do I still need to learn SQL if AI can write it?
Yes. You need SQL to check whether the generated query is correct and to explain your work in interviews and at work.
What is the biggest risk of using AI for analysis?
Hallucination: the tool can produce a confident answer or number that is wrong. Always verify results against the source data.
Are these PDFs free to download?
The Data Analytics with GenAI PDFs on this page are free to download. No form is required — just click the download button on any card above.