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Data Analytics Insights and Resources

Insights

Access the latest from the Institute of Analytics (IoA), including events, cheat sheets, downloads, blogs, and news — all designed to help you grow in the world of data, analytics, and AI.

Events & Masterclasses

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The Beginner's Guide to Process Automation: Let AI Do the Heavy Lifting
Oct 15
Upcoming Event

The Beginner's Guide to Process Automation: Let AI Do the Heavy Lifting

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Build Your Skills, Build Your Portfolio, Land the Job: A Smarter Way to Launch Your Career
Sep 03
Past Event

Build Your Skills, Build Your Portfolio, Land the Job: A Smarter Way to Launch Your Career

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The Forbes Roadmap: Navigating the right course for you
Aug 20
Past Event

The Forbes Roadmap: Navigating the right course for you

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Why Enterprise AI Stalls: Fixing the 3 Critical Gaps in Your Data, Team, and Governance
Aug 13
Past Event

Why Enterprise AI Stalls: Fixing the 3 Critical Gaps in Your Data, Team, and Governance

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Fellows Summer 2026 Meeting
Jul 28
Past Event

Fellows Summer 2026 Meeting

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Data & Digital Skills: Your Ticket to Any Graduate Job!
Jul 23
Past Event

Data & Digital Skills: Your Ticket to Any Graduate Job!

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Latest Blogs

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AI Watermarking

AI Watermarking

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Building Professional Connections Without Forcing a Persona - A Guide To Networking For Introverts

Building Professional Connections Without Forcing a Persona - A Guide To Networking For Introverts

Networking can be one of the least appealing words in early career development..

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The Future of Finance is Automated: How to Earn NASBA CPE Credits in AI and Analytics

The Future of Finance is Automated: How to Earn NASBA CPE Credits in AI and Analytics

There is a noticeable shift happening in corporate finance..

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Turning Academic Skills into Workplace Impact

Turning Academic Skills into Workplace Impact

A degree gives you a strong foundation..

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August 2nd mattered for your AI strategy. What Comes Next?

August 2nd mattered for your AI strategy. What Comes Next?

A year on from the official launch of the EU AI Act..

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Why Professional Recognition Matters After Graduation - The Power of 4 Letters

Why Professional Recognition Matters After Graduation - The Power of 4 Letters

There is a strange moment after graduation..

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Resources & Downloads

Access our library of official reports, research papers, and technical templates to support your ongoing professional development.

PDF

Checklist for an Organizational Code of Conduct

PDF Document • 422 KB

PDF

10 Steps to Ethics By Design

PDF Document • 7.6 MB

PDF

Evaluating Your Organizational Readiness for Data Transformation

PDF Document • 5 MB

Model Cards to Support Responsible AI

External Link • NA

PDF

Checklist for an Organisational Generative AI Policy

PDF Document • 168 KB

PDF

The IoA Guide to Data Culture Change

PDF Document • 1.94 MB

Guides & Cheat Sheets

Quick, actionable reference materials designed by experts to help you navigate tools, frameworks, and methodologies.

Dashboard Audit
Quick Reference

Dashboard Audit

Documentation of Work in Analytics
Quick Reference

Documentation of Work in Analytics

Mastering SQL Guide for Data Science Professionals
Quick Reference

Mastering SQL Guide for Data Science Professionals

Pandas Cheat Sheet
Quick Reference

Pandas Cheat Sheet

Mastering Tableau Calculations
Quick Reference

Mastering Tableau Calculations

Reproducibility
Quick Reference

Reproducibility

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