Machine Learning/AI/Big Data Products – Whether to Ship or to Learn is the Question?

Google displays personalized search suggestions, Netflix populates recommendations for shows, and Amazon provides products you may like widget are notable examples of machine learning or big data products. These product features will not show accurate results until algorithm understand end-user pattern. Therefore, the fundamental question for machine learning/AI/Big Data product managers is whether to ship or to learn?

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Product Management: A Stoic Philosophy of a Management

When Maximus (Russell Crowe) entered an arena as a Gladiator, the entire world noticed a fighter culture of a Roman empire. On the other hand, his father Marcus Aurelius entered an arena of a mind and established a legacy as the Stoic emperor. Do you know what Stoicism means?

Stoicism:
Stoicism is one of the most enduring philosophies Greek and Roman taught an entire world. It is a view of an empirical ethics and base for a happy life. Roman and Greek philosophers share deep thoughts to overcome fear and pain points of our life. They provided principles to understand the world around us and work with others collaboratively.

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Do you know your clients?

Have you ever asked – Do you know your client’s needs and understand how you can deliver that suits their requirements?

While I was growing up in Mumbai, my mom used to travel by local train to work and bring groceries while coming back home from street side vendors. Often I accompanied her to the marketplace.They know what time she comes from work and what’s her buying habits. They ask her about family, work and give her fresh vegetables & fruits without her explaining what she needs.

Isn’t this a counterintuitive approach? The result is repeated business one after another.

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