Generative AI (GenAI) is something most people didn’t even think about as recently as early 2023, but now it seems to…
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CxO Decision Brief: Streaming Data Platforms
Acting on data the moment it is generated is the new business imperative for satisfying customers, succeeding with cross-selling and upselling…
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GigaOm Radar for Machine Learning Operations
Machine learning operations (MLOps) solutions streamline machine learning (ML) model development, deployment, and governance, enabling production ML at scale. They simplify…
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Key Criteria for Evaluating Machine Learning Operations Solutions
In recent years, the market for machine learning operations (MLOps) has seen rapid growth as businesses seek support for becoming machine…
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Commissioned Research
Enterprise Readiness of Cloud MLOps: A GigaOm Benchmark Report
MLOps is a practice for collaboration between data science and operations to manage the production machine learning (ML) lifecycles. As an amalgamation of machine…
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GigaOm Radar for Data Science Platforms: Pure-Play Specialist and Startup Vendors
This Radar report will help enterprise buyers become familiar with data science platforms and vendor offerings. Enterprise customers manage massive amounts…
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Key Criteria for Evaluating Data Science Platforms
Data science platforms help enterprises implement data-driven operations by predicting business outcomes through the use of machine learning (ML) and deep…
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GigaOm Radar for Edge AI Processors: Low Power Edition
The supply of artificial intelligence (AI) accelerator processors for edge computing is a market estimated to be currently worth some $20…
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Key Criteria for Evaluating Edge AI Processors
The market for artificial intelligence (AI) accelerator processors for edge computing is estimated to be currently worth some $20 billion and…
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Commissioned Research
Enterprise Readiness of Cloud MLOps
MLOps is a practice for collaboration between data science and operations to manage the production machine learning (ML) lifecycles. As an amalgamation of “machine…
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GigaOm Radar for Automated Machine Learning (AutoML)
Automated machine learning (AutoML) is regarded as a “quiet revolution” in AI. But what makes AutoML revolutionary is not just automation…
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Key Criteria for Evaluating AutoML
Automated machine learning (AutoML) is regarded as a “quiet revolution” in AI. What makes AutoML revolutionary is not just automation and…
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GigaOm Radar for Evaluating Machine Learning Operations (MLOps)
The time for performing production machine learning (ML) on an ad hoc basis is over. The management of experimentation, deployment, and…
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Key Criteria for Evaluating Machine Learning Operations (MLOps)
Artificial Intelligence (AI) and machine learning (ML) have been enormously important and impactful in the technology world, not only in terms…
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Commissioned Research
Delivering on the Vision of MLOps
This report is targeted at Business and IT decision-makers as they look to implement MLOps, which is an approach to deliver…
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