AI for Analysts: Turning Data into Decisions with Generative AI is a 10‑chapter, practitioner‑level handbook (≈ 300 pages) that shows you how—not just why— to embed large‑language models into every step of the analytics workflow. No fluff, no hype, and no “1,000‑prompt listicles.” Instead, each chapter walks you through frameworks, templates, and real‑world case studies that you can copy, adapt, and ship.
What You’ll Get
| Section | Key Focus |
|---|---|
| Introduction | Mindset shift, book roadmap, best‑practice icons |
| Chapter 1 – The New Frontier | Gen‑AI foundations, prompt anatomy, data ethics primer |
| Chapter 2 – Data Prep on Autopilot | AI‑assisted cleaning, normalization, anomaly spotting |
| Chapter 3 – Exploratory Analysis | Chat‑style EDA, pattern detection, visual storytelling |
| Chapter 4 – Automated Reporting | One‑click dashboards, slide‑deck generation, narrative AI |
| Chapter 5 – Decision Loops | From insight to action; ROI tracking with Copilot |
| Chapter 6 – Multi‑Modal Insights | Images, audio & sensor data in one analytic flow |
| Chapter 7 – Retrieval‑Augmented Workflows | RAG basics, vector DBs, compliance concerns |
| Chapter 8 – Fine‑Tuning & Custom Models | When, why, and how to fine‑tune safely |
| Chapter 9 – Advanced Ops & Monitoring | Drift detection, cost control, scalability |
| Chapter 10 – Ethics & Governance | AI Act, NIST RMF, zero‑trust prompting, green AI |
| Appendix A – Practical Playbook | 3 end‑to‑end projects (e‑commerce driver analysis, visual QC, RAG Q‑A bot) |
Why It Matters
Cut analysis hours in half with AI‑driven data prep and insight generation.
Level‑up career value—speak the language of both business and AI.
Stay compliant with built‑in governance checklists and ethical review prompts.
Future‑proof skills for the analyst role projected through 2030.
“Technology moves fast; trust is built slow. This book helps you master both.”
Who Should Read
Market & financial analysts, BI teams, product managers, executives, educators—anyone who turns numbers into narratives and decisions.
Format & Access
PDF (print‑ready, bookmarked) • DRM‑free • Instant download after checkout
Introduction
This file provides a short excerpt from the beginning of the book, offering an initial glimpse into its structure. If you like what you see, please purchase the full book.
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