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SAGE Research Methods for Data Science and Statistical Methods

 

Sage Research Methods aids faculty who oversee research papers and theses requiring original research in the sciences and those who teach statistical methods to students.

It provides in-depth understanding of advanced research methods and includes online access to the complete Quantitative Applications in the Social Sciences (QASS) series, also known as The Little Green Books, as well as the Qualitative Research Methods Series (QRMS), or The Little Blue Books.

SAGE Research Methods also offers videos related to the analysis, manipulation, and visualization of data. The newest SAGE Research Methods video collection covers data science methods, issues and challenges surrounding big data research, and applications of computational science research:

Key topics include:

  • Probability models and methods
  • Statistical models
  • Big data analytics tools
  • Programming (Python, R)
  • Artificial intelligence, machine learning, and deep learning
  • Ethics, privacy, and security
  • Social media analytics
  • Data visualization
  • Data mining/text mining