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Why Machine Learning Solutions are Difficult to Implement without Machine Learning Operations?

The Product Coalition

According to Gartner , 85% of machine learning solutions fail because they use raw data. Data scientists work in isolation from operations specialists, and enterprises spend up to three months deploying an ML model. In this article, we will tell you what MLOps is and why businesses need to implement machine learning solutions.

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Building Resolution Bot: How to apply machine learning in product development

Intercom, Inc.

We are at the start of a revolution in customer communication, powered by machine learning and artificial intelligence. So, modern machine learning opens up vast possibilities – but how do you harness this technology to make an actual customer-facing product? The cupcake approach to building bots.

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AI Product Management 101: How to Leverage Artificial Intelligence Successfully?

Userpilot

AI tools like Tobii and Affectiva help teams with usability testing by tracking user eye movements and interpreting their emotions. Trained AI models can even simulate user behavior for testing. This is pretty convenient as both usability testing and user research require analyzing huge quantities of data.

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5 Machine Learning Lessons for Product Managers

Mind the Product

Artificial intelligence (AI) is probably the biggest commercial opportunity in today’s economy. We all use AI or machine learning (ML)-driven products almost every day, and the number of these products will be growing exponentially over the next couple of years. What does it mean for us as product managers?

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AI in Business: A Complete Guide to the AI Revolution

The Product Coalition

Gain insights into the AI revolution and discover how to leverage artificial intelligence for a competitive edge in today’s fast-paced corporate landscape. One such technology that has rapidly transformed industries and revolutionized business operations is Artificial Intelligence (AI).

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Top Data Labeling Tools for Machine Learning Projects

The Product Coalition

If you’re building a machine learning model, chances are you’re going to need data labeling tools to quickly put together datasets and ensure high-quality data production. In this article, we present the eight best annotation tools to help you create training datasets for machine learning.

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How AI Transformation Impacts the Digital Marketing Industry

The Product Coalition

Artificial intelligence (AI) has begun to transform all facets of our professional and personal lives. AI and its subfields, such as machine learning (ML), also identify and predict future behavior based on extant behavioral patterns. AI provides marketing professionals with an indispensable advantage in this pursuit.