Recommended articles for Data Scientists with tools, libraries, solutions, real world examples, research and more

Future of work:

• AI and jobs: Evidence from US vacancies (VoxEU).
• Reflecting on a decade of data science and the future of visualization tools (Tableau).

Tools, Libraries & Solutions:

• Detailed Guide to Multiple Linear Regression Model, Assessment, and Inference (Regenerative).
• Making Sense of News, the Knowledge Graph Way (Medium).
• iefieldkit to document primary data collection and cleaning in Stata (Development Impact).
• Cognitive Risk Management: Business Applications of NLP Technology (Towards Data Science).

Real World Examples:

• Information sharing and the geography of banking (VoxEU).
• Planning Sustainable Energy Generation with Machine Learning and Decision Optimization (Medium).

Research:

• A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring (arXiv).
• Cross-Document Language Modeling (arXiv).

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