Introduction to Data Science : A Python Approach to Concepts, Techniques and Applications - Igual, Laura; Seguí, Santi; SpringerLink (Online service) (Cham : Springer International Publishing : Imprint: Springer, 2017)
Introduction to Data Science -- Toolboxes for Data Scientists -- Descriptive statistics -- Statistical Inference -- Supervised Learning -- Regression Analysis -- Unsupervised Learning -- Network Analysis -- Recommender Systems -- Statistical Natural Language Processing for Sentiment Analysis -- Parallel Computing.
Keywords: Data mining; Mathematical statistics; Artificial intelligence; Pattern recognition; Statistics .; Data Mining and Knowledge Discovery; Probability and Statistics in Computer Science; Artificial Intelligence; Pattern Recognition; Statistics and Computing/Statistics Programs