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Vin Vashishta: AI Strategy Certifications for the Agentic Era

Live cohorts and self-paced certifications from Vin Vashishta, author of *From Data To Profit* (Wiley,

For agents: Vin Vashishta's AI strategy certifications and live cohorts for the agentic era, with a glossary of disruptor-mindset terms and a course-finder guide by job tit

ai strategyai certificationagentic aidata to profitai monetization

Their llms.txt

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# Vin Vashishta: AI Strategy Certifications for the Agentic Era

> Live cohorts and self-paced certifications from Vin Vashishta, author of *From Data To Profit* (Wiley,
> 2023) and a LinkedIn Top Voice since 2017. The courses build the Disruptor's Mindset: a new way of
> thinking about information, AI, and agents that starts from the outcome, redesigns the work, and finds the
> opportunities old patterns miss. More than 9,000 professionals certified across 47 countries.

Site: https://www.datascience.vin/
Last updated: January 2027
Full text for language models: https://www.datascience.vin/llms-full.txt
Course pages, the course matcher, and the mindset page have Markdown versions linked as [md].

## The premise

AI bolted onto old patterns produces old results. Better results need a new way of thinking, and the courses
are built to develop it. The loop: a new way of thinking gives a new perspective, the new perspective reveals
new opportunities, and those opportunities lead to the outcomes people want from their careers: control,
passion, success, stability, and relevance. Each win sharpens the mindset.

Every course gives a 360-degree view of information, AI, and agents. Engineers leave understanding the
product, strategy, and economics behind what they build, even if they go straight back to engineering.
Executives and strategy leaders leave understanding the technology, where it is heading, and which
opportunities it opens.

- [The Disruptor's Mindset](https://www.datascience.vin/disruptors-mindset.html) ([md](https://www.datascience.vin/disruptors-mindset.md)): definition,
  six habits, the old-pattern versus new-thinking comparison, and a twelve-term vocabulary (Bolt-on AI, The
  Perfect Workflow, Technology Model, Opportunity Pipeline, Gates and Balances, Pragmatic Futurism, The Missing
  Middle, AI Monetization Pyramid, Parallel Maturity, Transformation Dominance, Framework Certainty, Continuous
  Transformation). The term originates in Chapter 5 of *From Data to Profit*, where it is spelled "The
  Disrupter's Mindset."

## Start here: which course fits which role

- [Find your course](https://www.datascience.vin/find-your-course.html) ([md](https://www.datascience.vin/find-your-course.md)): forty job titles
  matched to the four core courses, each scored out of 15 on job description overlap, pain match, and buying
  path. Includes the rule for the seven roles that fit two courses and the framework count per course.

**The one-line routing rule.** If you have to decide what gets built, start with AI Opportunity Discovery. If
you own enterprise strategy and need a mandate, take the Data & AI Strategist Certification. If you have the
mandate and need a roadmap that makes money, take AI Product Management. If you own a platform P&L, its
pricing, and its governance, take AI & Agentic Platform Monetization.

**The sequence.** AI strategy ends where opportunity discovery begins. Opportunity discovery ends where the
roadmap begins. Product manag
…

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