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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