Now With Weekly Office Hour. Enroll Today & Get Live Q&A Time With Your Instructor.

Your learning outcomes are my #1 priority. That means answering your questions and providing additional context to help you succeed. You get access to the office hour for the duration of the course.

Meet Your Instructor:

A Globally Recognized Expert In Data Science & Strategy

Vin Vashishta has a 3-layered professional background: Technology, Leadership, and Strategy.

He has spent the last 11 years building and teaching businesses to monetize data and AI products.

Strategist, first published in 2013, Vin has combined his technical and strategic expertise to build Data and AI Strategies for 10 of the largest companies in the world, 21 SMEs, and 3 startups.

2X Founder, leader, and organization builder. Clients bring Vin in as an interim CDO to build and lead their data organizations during crucial growth stages. He founded V-Squared in 2012 and built it into a successful AI Strategy consulting practice. In 2019, he expanded into education and launched High ROI Data Science.

Since 2014, Vin has been called a Data Science and Strategy expert by IBM, Intel, SAP, LinkedIn, NVIDIA, and others. He is a globally recognized thought leader, followed by Gartner, Walmart, Uber, Microsoft, Salesforce, MongoDB, Deloitte, and many others.

Vin has been teaching technical and non-technical audiences since 2007.



Learn Monetization Frameworks For Large, Foundational Models Like ChatGPT



The question every CEO is asking is, “What can we do with ChatGPT?” Innovative founders, strategists, product managers, and data professionals ask, “What should we do with large, foundational models?” That’s what will separate the winners from the losers.

Billions will be lost chasing hype. Even more will be made by businesses that can successfully monetize foundational models and AI platforms leveraging new frameworks and knowledge.

This course will help you switch context from technology driving decisions to value driving opportunity discovery and selection. I have designed it for technical and non-technical audiences. It’s accessible to any background.

In this course, I teach students to:

  1. Identify and capitalize on opportunities for the new large, foundational model paradigm.
  2. Develop commercialization and go-to-market strategies.
  3. Leveraging AI platforms to leapfrog competitors and enter new markets.
  4. Mitigate threats from a wave of companies looking to disrupt incumbents.
  5. Create a vision and product strategy.

These frameworks cover strategy, implementation, and execution. The approach is pragmatic and focused on discovering opportunities that align with the business. The frameworks generalize to help you find a great startup idea or drive opportunity discovery around existing product lines at a Fortune 100 company.

Watch the introduction and overview videos, plus free bonus video to learn more.


Course Outline

  Introduction & Content Overview
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  Quick Wins & Revenue Opportunities
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  Revealing A New Mindset & Paradigm With Digital Metaphors
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  Capturing Domain Knowledge To Create Opportunities
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  Defining The Opportunities & Use Cases
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  Changing The Way The Business Monetizes Data
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  Developing A Vision For What's Next
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Take Advantage Of The Introductory Price

Why HROI Courses?



Well Recognized and Respected: Taught by an award-winning industry expert on AI and strategy. HROI courses deliver capabilities.

Customized For Data Professionals: Lessons are connected to the field and relevant to data professionals' unique needs.

Curriculum Built From A Rich Set Of Sources: Use cases, research, industry surveys, and dozens of authors.

Expert Insights: Over 25 years in technology, 17 in leadership, 11 in data science, and 8 in technical strategy. The instructor brings real-world insights into each lesson.

Course Design Best Practices: Courses are distraction-free and built on adult education principles. A combination of engaging methods delivers key learning objects for multiple learning styles.