Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications - Softcover
Synopsis
Introduction to Data Science
Jordi Vitrià
Toolboxes for Data Scientists
Eloi Puertas and Francesc Dantí
Descriptive statistics
Petia Radeva and Laura Igual
Statistical Inference
Jordi Vitrià and Sergio Escalera
Supervised Learning
Oriol Pujol and Petia Radeva
Regression Analysis
Laura Igual and Jordi Vitrià
Unsupervised Learning
Petia Radeva and Oriol Pujol
Network Analysis
Laura Igual and Santi Seguí
Recommender Systems
Santi Seguí and Eloi Puertas
Statistical Natural Language Processing for Sentiment Analysis
Sergio Escalera and Santi Seguí
Parallel Computing
Francesc Dantí and Lluís Garrido
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