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The new dawn of Machine Learning

Intercom, Inc.

In the past five years, we’ve seen neural network technology really take off into its own. We wanted to know what’s up with this surge, so we’ve asked our Director of Machine Learning, Fergal Reid , if we can pick his brain for today’s episode. It’s all about artificial intelligence and machine learning.

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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. The peculiarities of MLOps workflow The workflow is based on the development cycle of an ML model.

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10 Powerful Ways Artificial Intelligence Is Changing The Business World.

The Product Coalition

Photo by Jackson So on Unsplash Artificial intelligence (AI) is changing the way businesses operate across industries, with companies of all sizes using AI for social media and business operations and providing better experiences for their customers. What is artificial intelligence? How AI improve business efficiency?

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The ultimate marketing technology stack for 2019

Intercom, Inc.

Known as the Martech 5000 — nicknamed after the 5,000 companies that were competing in the global marketing technology space in 2017, it’s said to be the most frequently shared slide of all time. The reasons for this growth – high-velocity economics of software innovation, the migration of money from old media to new media, etc.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities?

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Artificial Intelligence for Localization: Cutting Through the Hype to Develop Our Product

The Product Coalition

Here’s our story how we’re developing a product using machine learning and neural networks to boost translation and localization Artificial intelligence and its applications are one of the most sensational topics in the IT field. There are also a lot of misconceptions surrounding the term “artificial intelligence” itself.

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A Pledge to Increase Fairness in Amplitude’s Machine Learning Systems

Amplitude

Machine learning is a tool. A powerful tool, but built by humans, and therefore a product of the biases, data, and context we use it in. This problem extends to product analytics as well. What is meant by a “fair” machine learning model? We are cognizant there is no silver bullet here.