... training, testing, deploying and monitoring of machine learning (ML) models. This document guides data scientists on how to build an effective technical data strategy for data to deliver ML initiatives. Overview Problem Statement The Gartner Approach The Guidance Framework Risks and Pitfalls Gartner ...
Analyst(s): Cuneyd Kaya
Get more from Gartner
Interested in receiving proven business and technology insights, analyst guidance, benchmarks, diagnostics and more? Connect with a Gartner representative to learn more about becoming a Gartner client.
... hampering cybersecurity programs. Security operations leaders should integrate exposure data and threat detection, investigation and response practices to improve resiliency and ROI. Overview Strategic Planning Assumption Introduction Analysis Gartner Recommended Reading Gartner Research ...
... Data engineering complexity continues to grow with diverse toolsets, frameworks and increasing data. This research outlines DataOps adoption, covering pipeline orchestration, automated testing, CI/CD practices and agile methodologies to help data engineers build reliable, scalable data platforms. Overview ...
... Future of Security Architecture Survey revealed four critical insights, ranging from aligning with security strategy to enhancing security skills. Security architects can use these insights to improve their security architecture practices. More Detail Contributors Gartner Recommended Reading Gartner Research ...
... availability of resources and increased complexity. Data management leaders can use this survey-backed research to explore the evolution of data management practices and what factors lead to success. Overview Strategic Planning Assumption Introduction Description Benefits and Uses Risks Recommendations ...
... As organizations evolve to lakehouses, data and analytics leaders should consider DWA to boost productivity, enhance agility and support AI/ML. DWA addresses the challenges of manual work and the maintenance of traditional data warehouses, speeding time to market and reducing costs, as demonstrated in ...
... Digital business and cloud adoption are driving IT architecture to become more agile and intelligent. Identity architects can be more effective in this environment by acquiring essential technical, business and interpersonal skills. Key Findings Recommendations Skills Overview Skills Categorization ...
... How can security operations specialists enhance their threat hunting capabilities with AI, and what benefits should they expect compared with manual approaches? This document provides insights on how AI technologies can be integrated into threat hunting processes in security operations. Overview Analy ...
... under increased pressure as demand for insights expands to include AI. Analytics specialists should use this research to establish a framework that ensures metric quality and strategic alignment while unlocking the power of AI-augmented analytics, enabling confident data-driven decisions. Overview Analysis ...