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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. At Intercom, we have taken advantage of these technologies relatively early. New software engineers quickly learn that a lot of complexity arises from error handling.

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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. Lesson 3: Account for Model Mistakes and Biases.

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

Userpilot

AI product management is a specialization in developing and managing products that use AI technology to build, shape and improve them. Apart from artificial intelligence itself, AI is often referred to as Deep Learning and Machine Learning (ML) technologies and Natural Language Processing (NLP).

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Deciphering Vision: Twitter Changes To X

The Product Coalition

Reverse Engineering of Corporate Choices in a series of articles, this time Twitter’s new vision of X. This ambitious vision aims to evolve Twitter into an all-in-one platform, encapsulating various online activities within a single application. A part of this vision is re-branding the bluebird to X.

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How Using ChatGPT for Product Management is a Valuable Time-Saver

Usersnap

Breaking-edge technology usually feels like something that requires advanced technical knowledge. ChatGPT is an artificial intelligence chatbot developed by OpenAI , built on a large language model. How is ChatGPT different from a search engine? Let’s get started! What is ChatGPT?

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Algolia’s Sarah Dayan on what sets a staff plus engineer apart

Intercom, Inc.

When you reach senior level on an engineering track, you’re expected to be optimal in your hard skill set. Despite not having a formal education in engineering, Sarah landed a job as a developer in the French consultant Grand Manitou. Then, four years ago, in 2018, she got a job at Algolia as a software engineer.