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Practical Insight and Guides for Implementers & Leaders

In-depth guides, how-tos, case studies, explainers, checklists, interviews, technology overviews, promotions, and much more, all designed to help you be successful with AI, automation, and data

AI Market Research

The Steps for a Machine Learning Project

Simplifying ML Project Management for Maximum Success Are you in charge of a machine learning project and don’t know where to start?  Or maybe you…
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AI Market Research

Infographic: The Steps for an AI Project

How do you plan an AI project?
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Downloadable

A Step-by-Step Approach to Running AI and Machine Learning Projects

What are the steps in an AI project?
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AI & Data Best Practices

What is the Cognitive Project Management for AI (CPMAI) Methodology?

Vendor-neutral, data-centric, AI-specific, Iterative methodology for running and managing AI, ML, and cognitive technology projects
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AI Market Research

Synthetic Data Generation Market: Research Snapshot Feb. 2022

Machine learning training data is not always readily available. In many cases, “ground truth” data is unavailable, can be difficult to collect, or is considered…
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AI Market Research

Data Labeling Market: Research Snapshot Dec. 2021

In order for machine learning systems to be able to create accurate generalizations, they must be trained on data. Advanced forms of machine learning, especially…
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Newsletter

Why is the ROI of AI out of alignment with reality?

Why are so many AI projects failing? Different analyst firms, consultancies, and integration firms cite over 70% of AI projects are failing to meet their…
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Newsletter

No, Agile and the “Scientific Method” are not Sufficient to Run AI Projects

Why are so many AI projects failing when they don’t need to be? Various sources are quoting AI project failure rates upwards of 70-80%. At…
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AI Market Research

State of Ethical AI Frameworks

The topic of ethics and responsibility comes up frequently in the context of Artificial Intelligence, and for good reason. The concept of intelligent machines is…
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AI Market Research

Worldwide AI Laws and Regulations 2021

The pace of adoption for artificial intelligence (AI) and cognitive technologies continues unabated with widespread, worldwide, rapid adoption of AI and its various patterns. As…
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AI Market Research

Worldwide AI Country Strategies and Competitiveness 2021

The race for competitive advantage in artificial intelligence (AI) is not just the domain of companies and organizations. Countries vie with each other for dominance…
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AI Market Research

Machine Learning Platforms 2020

Document ID: CGR-MLP20 | Last Updated: Dec. 8, 2020 Machine learning systems are core to enabling each of the seven patterns of AI. Machine learning platforms…
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