RESEARCH & RESOURCES

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TDWI Playbook | Next Generation Data Science: The AI-Driven Data Science Life Cycle

June 30, 2025

Artificial intelligence is no longer an experimental technology, but a strategic imperative for almost every organization, reshaping how you operate, compete, and create value.

From supply chain optimization to fraud detection, applications powered by AI are generating measurable advantages for early adopters. However, data science is still critical for transforming raw information into actionable intelligence. Effective data science demands significant expertise spanning statistics, programming, domain knowledge, and business acumen. This multidisciplinary requirement creates both opportunity and challenge for IT leaders.

Emerging AI-infused data science platforms promise to reduce technical barriers and accelerate productivity. AI-infused tools can help across the data science life cycle in numerous areas, including data preparation, feature engineering, code generation and completion, insight generation, workflow integration, and monitoring and maintenance. 

Download this TDWI Playbook today to learn how you can advance your data science with AI-infused tools while minimizing risk and maximizing business value.


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