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Analyzing and Communicating Business Risks When Deploying a Predictive Model

The Product Coalition

The article here focusses on business criterion to use to better evaluate if a predictive model is ready for production and the associated risk when the predictions are wrong. A simple / practical framework is used to do this evaluation with three examples. Predicting the future gives businesses a competitive advantage.

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Predictive Analytics Value Map: Identifying Business Value on Predictive projects

The Product Coalition

Lately, some of the predictive projects are taken up because of the hype and those are the projects that not only fail to deliver success but also tend to cast a shadow on the AI industry in general. Before one moves ahead with a predictive project, it’s extremely important to clearly articulate the value that the project will deliver.

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Mastering Product Sense and Execution Interviews

The Product Coalition

I am not in favor of assigning home exercises. A typical product sense and execution interview might commence with an intentionally broad question, such as, “Imagine you’re tasked with developing an AI model to predict the success rates of a dating app.” Here, I anticipate discussions around the necessity and design of the AI model.

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How to Conduct a User Flow Analysis? A Step-by-Step Guide

Userpilot

A better understanding of your users is never a bad thing and user flow analysis can be an extremely powerful tool to help you build it. TL;DR User flows are a detailed visualization of the specific steps in a path or process a user takes to finish a given task. Of course, none of this is possible without the right tool for the job.

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Measure User Experience In Your Product – Insights from UX Experts

UX Studio: Product Management

Measuring design and utilizing data are essential steps towards creating a sustainable product. Let me show you how to use data to improve your product. The answer is out there, and it lies in data. Metrics help turn data into digestible information, which can help in drawing conclusions and making decisions.

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The Value Assessment Framework (Part 1)

The Product Coalition

Most products begin with functionality, but as I do this exercise with the companies I work with, they often realize that something is missing, even if the technical capabilities are there. Look at the data you have, but then, as with anything else in product, remember that data only tells part of the story. Stay tuned.

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Methods and Frameworks Product Managers Should Know: Part 2 of 2

The Product Coalition

If you’re looking to improve your team's work, a product management framework can be an excellent starting point. A framework is a set of guidelines or principles that can help guide your team’s decisions and provide a common understanding for all team members. Example of Applying DACI Framework 2. DACI What is it?

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