Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications - Softcover
Book 52 of 99: Undergraduate Topics in Computer Science
Synopsis
Introduction to Data Science
Jordi Vitriŕ
Toolboxes for Data Scientists
Eloi Puertas and Francesc Dantí
Descriptive statistics
Petia Radeva and Laura Igual
Statistical Inference
Jordi Vitriŕ and Sergio Escalera
Supervised Learning
Oriol Pujol and Petia Radeva
Regression Analysis
Laura Igual and Jordi Vitriŕ
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
"synopsis" may belong to another edition of this title.
