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Premium Research Jan 2026
... expanding and increasingly differentiated technology requirements. CFOs must clearly distinguish between traditional AI, GenAI, agentic AI, and data science skills to determine which to most urgently prioritize. Insights at a Glance Issue Context Impact Brief More Detail Gartner Recommended Reading ...

Analyst(s):   Valeria Miron
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Premium Research Jun 2025
... DataRobot Domino Data Lab Google H2O.ai IBM MathWorks Microsoft SAS Snowflake Project and Value Management Data Preparation Data Exploration and Visualization Data Science Techniques Machine Learning Integrated Development Environment Model Consumption Governance and Risk Management Data Analyst Data Scientist ...

Analyst(s):   Yogesh Bhatt   |   Afraz Jaffri   |   Tong Zhang   |   Deepak Seth   |   Maryam Hassanlou
Webinar December 23 2025
Watch this complimentary Gartner data and analytics webinar to determine how to use critical capabilities to govern, scale and maximize this practice.
Research Oct 2025
... Research Already a Gartner client? DSML provides code-based libraries and low-code tools for data scientists and business users, supporting all stages of the data science life cycle. This note guides data science, machine learning and AI leaders to learn from ratings and reviews by their peers shared on ...

Analyst(s):   Peer Community Contributor
Premium Research Dec 2025
... Adopting DSML platforms enables organizations to quickly unlock data-driven insights, streamline collaboration and automate AI solutions. This note guides data science, machine learning and AI leaders to learn from the implementation experience of their peers shared on Gartner Peer Insights. Overview ...

Analyst(s):   Peer Community Contributor
Premium Research Sep 2025
... AI agents are disrupting data science. Agentic initiatives are attracting data science talent, and agentic technologies accelerate and democratize data science. D&A leaders should invest in their data science capabilities and deploy agents to scale advanced analytics impact. Overview Strategic Planning ...

Analyst(s):   Kjell Carlsson   |   Carlie Idoine
Premium Research Jan 2026
... D&A leaders should recalibrate their strategies to fully exploit DSML platforms, focusing on AI model delivery across the enterprise. These platforms, now defined as AI platforms for DSML, can accommodate a diverse set of capabilities, enhancing collaboration and innovation in AI initiatives. Insight ...

Analyst(s):   Afraz Jaffri
Premium Research Sep 2025
... defines a data science and machine learning (DSML) platform as an integrated set of code-based libraries and low-code/no-code tools that support both independent and collaborative work by data scientists and business and IT teams across all data science life cycle stages: business understanding, data preparation ...

Analyst(s):   Tong Zhang
Webinar On-Demand
... in translating data modeling outputs into actionable business decisions. The true value of data and analytics is unlocked through data storytelling, offering a more effective way to communicate insights than traditional BI reports or data science notebooks. Join this complimentary Gartner webinar as a ...

Analyst(s):   Aura Popa
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