Kelly - The AI-Driven Data Team

The AI-Driven Data Team

Improve Your Analytics with AI

Medium: Buch

ISBN: 978-1-3986-2757-4

Verlag: Kogan Page Limited

Erscheinungstermin: 28.07.2026

41,00 € 41,00 € (zzgl. MwSt.)

vorbestellbar, Erscheinungstermin ca. Juli 2026

Rapidly transform your analytics teams to deliver AI-driven insights. The AI-Driven Data Team by Nicholas Kelly is a proven-to-work playbook for data and analytics leaders who want to align analytics capabilities with the demands of an AI-powered business environment. Written for leaders accountable for data, analytics and business intelligence, this book provides tools for diagnosing capability gaps among data analytics teams, modernizing legacy stacks and delivering AI-driven insights to help organizations make better decisions. You'll learn how to: - Diagnose skills gaps and map AI-augmented career paths - Integrate modern AI tools with existing analytics stacks - Launch six revenue-driving and cost-focused pilots in 90 days - Embed governance without slowing innovation - Apply an ROI framework, governance checklist and 90-Day Charter Drawing on expert insights and real-world applications, this book helps you upskill your analysts, strengthen AI governance and provide AI-driven insights that drive real results. Themes include: AI strategy, data governance, analytics leadership, ROI from AI, organizational transformation, executive decision-making

Produkteigenschaften

Artikelnummer: 9781398627574
Medium: Buch
ISBN: 978-1-3986-2757-4
Verlag: Kogan Page Limited
Erscheinungstermin: 28.07.2026
Sprache(n): Englisch
Auflage: 1. Auflage 2026
Serie: Kogan Page
Produktform: Kartoniert, 449:B&W 6.14 x 9.21 in or 234 x 156 mm (Royal 8vo) Perfect Bound on White w/Matte Lam
Gewicht: 408 g
Seiten: 288
Format (B x H x T): 156 x 234 x 15 mm
Ausgabetyp: Kein, Unbekannt

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<p><b>Nicholas Kelly</b> is a principal at Delivering Data Analytics. He is a leader in analytics adoption having designed and developed dashboards for some of the world's largest companies, from global banks to Formula 1 teams. He is a frequent speaker at international conferences, has trained thousands of professionals in data visualization and analytics adoption and is the inventor of the Dashboard Wireframe Kit. He is based in Bonney Lake, WA.</p>

- Section - ONE: Setting the Groundwork (Day -14 to 0);- - Chapter - 01: Building the AI-driven Data Team;- Chapter - 02: AI as a Force-Multiplier;- Chapter - 03: Mindset Reset;- Chapter - 04: Skills and Tools Matrix;- Chapter - 05: Building Your AI-Ready Team;- Chapter - 06: Upskill vs Hire vs Outsource;- Chapter - 07: Readiness Audit;- Chapter - 08: The 90-Day Charter;- Section - TWO: Sprint 1 - Foundations and Upskills (Day 1 to 30);- - Chapter - 09: Kill the Bottlenecks;- Chapter - 10: Coding Copilots;- Chapter - 11: Analytics Engineering Reimagined;- Chapter - 12: Redesigned Workflows;- Section - THREE: Sprint 2 - Six Quick-Win Pilots (Day 31 to 60)- - Chapter - 13: Selecting Lighthouse Use-Cases;- Chapter - 14: Minimum-Viable AI Stack;- Chapter - 15: Build, Buy, or Extend;- Chapter - 16: Pilot Execution Playbook;- Section - FOUR: Sprint 3 - Scale and Govern (Day 61 to 90)- - Chapter - 17: Lightweight Machine Learning;- Chapter - 18: Plain-English Governance;- Chapter - 19: Bias, Privacy and Security;- Chapter - 20: Storytelling that Lands: Explaining Models Everyone Can Trust;- Section - FIVE: The AI Flywheel (Day 90+)- - Chapter - 21: Measuring Impact: From Hours Saved to Decision Velocity- Chapter - 22: Learning Loops and Communities- Chapter - 23: The Human in the Loop

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The AI-Driven Data Team

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