Python for Probability, Statistics, and Machine Learning

• Κύριος συγγραφέας: Unpingco, José (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Θέματα: Engineering.; Mathematical statistics.; Data mining.; Statistics.; Applied mathematics.; Engineering mathematics.; Electrical engineering.; Communications Engineering, Networks.; Appl.Mathematics/Computational Methods of Engineering.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Probability and Statistics in Computer Science.; Data Mining and Knowledge Discovery.

This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas.  The entire text, including all the figures and numerical results, is reproducible using the Python codes and their associated Jupyter/IPython notebooks, which are...

Πίνακας περιεχομένων:

• Getting Started with Scientific Python
• Probability
• Statistics
• Machine Learning
• Notation.