Embracing AI/ML: A Non-Technical Roadmap for Product Managers

  • Article Article
  • July 26, 2024
Priyanka Pande

Capital One, AI ML Product Lead

Member

The field of AI (Artificial Intelligence) and ML (Machine Learning) is rapidly evolving. This drives significant growth in demand for skilled product managers who can navigate the complexities of embracing AI/ML products. Thus, a product manager’s role is increasingly evolving. They must be able to solve technical challenges to evaluate, design and deploy AI into their products. While technical acumen is a valuable asset, not every PM has a technical background. However, with grit and persistence one can conquer this area critical for the success of the product.

An AI/ML product manager oversees the development and deployment of AI and ML products. Unlike traditional software products, these involve complex data, algorithms, and a constant need for adaptation and improvement.

This infographic by Capital One AI/ML Product Lead Priyanka Pande will guide you through alternative routes without focusing on getting a CS degree, or going back to back to school or spending thousands of dollars learning what it takes to start embracing AI/ML products.

PTC Inforgraphic AI ML Non Technical Roadmap

If you want to take this AI infographic with you, you’re in luck. You can download a .pdf version here.

We are proud to be a leading contributor in AI content for product leaders. Keep an eye out for more of these infographics in the future. And see below for more great resources on AI from Products That Count.

About the speaker

Priyanka Pande
Capital One, AI ML Product Lead

Priyanka is an AI Product Manager. Worked for for an early-stage start-up k based in Cambridge, MA. She is responsible for leading the agile transformation, AI data strategy, and driving the ARR through customer relationships by launching product features.

She also brings expertise in procurement and vendor integrations and previously worked for Santander Bank. Priyanka also brings knowledge of inbound and outbound logistics and worked for Stapes.

She is passionate about mental health and mindfulness. With Priyanka’s diverse skills and knowledge, and passion for startups, she would be an asset to the startup founders.

Member

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