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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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Machine Learning (ML) Demystified: What Do You Need to Know About it?

The Product Coalition

The emergence and evolution of data science have been one of the biggest impacts of technology on enterprises. As the web world keeps growing and getting competitive, there’s a dire need for businesses to learn as much as they can about their consumers and the patterns impacting sales and profits. billion U.S.

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Reasons Why the Internet of Things Needs Artificial Intelligence

The Product Coalition

And with the help of Artificial Intelligence, humans are trying to understand a wide set of data through models which over the years has successfully generated actionable insights and continues to do so. It is primarily concerned with the interactions between computers and human language in a way that drives values.

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Using Automated Best Practices Puts the ‘Intelligence’ in Artificial Intelligence

Gainsight

Whether you have five customers or five thousand, developing efficient processes by leveraging technology and automation platforms can help extend your reach into your customer base, defining your organization’s best practices. Yes, this is possible even in a tech touch model of business. Creating Efficiency.

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LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs.

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Digital Transformation: What Product Managers Need To Know

The Product Coalition

"Digital transformation" is the process of using technology to redefine processes, products, and services to create more value for customers and organizations. Digital transformation (DT) is the process of leveraging digital technologies and data to create value and gain a competitive edge in today’s rapidly changing digital economy.

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Digital Sustainability: A Growing Frontier in Software Development

The Product Coalition

Software development with sustainability in mind is a rising trend in digital spaces. I would like to thank Tremis Skeete, Executive Editor of Product Coalition, for his valuable contributions to this article's research, development, and writing. Let’s explore how and why this matters.