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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. What exactly is Machine Learning (ML)?

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10 Ways Customer Data & Machine Learning Can Enhance Customer Experience

Userpilot

Machine learning is a trending topic that has exploded in interest recently. Coupled closely together with Machine Learning is customer data. Combining customer data & machine learning unlocks the power of big data. What is machine learning?

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How To Train a Transactional Chatbot Using Reinforcement Learning?

The Product Coalition

We’d like to thank Tremis Skeete, Executive Editor of Product Coalition for his valuable contributions in the research, development and writing of this article. One powerful approach to training such chatbots is reinforcement learning  — a subfield of machine learning. What is a transactional chatbot?

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Free vs Paid Analytics Platforms: How to Choose One (+ Best Tools in Each Category)

Userpilot

Analytics tools offer a competitive advantage for companies investing in prolonged product growth. However, not all companies can invest precious resources in an analytics tool. In reality, some companies are better served using free vs paid analytics platforms. There are different types of analytics tools.

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How to Leverage AI in SaaS? (+Best Tools)

Userpilot

In this article, we explain: Why investing in AI in SaaS is a must. What AI tools you can use. AI tools can visualize trends and anomalies in real-time. AI chatbots handle queries three times faster than customer service agents, improving efficiency while meeting customers’ preferences for self-service.

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Best Marketing Analytics Software for SaaS

Userpilot

In either case, marketing analytics tools can come to your rescue. But with so many analytics solutions available in the market, how do you choose the right one? In this article, we’ll take a look at a few powerful marketing analytics software, focusing on their features and pricing. Userpilot is just the right fit.