Machine learning in Python : essential techniques for predictive analysis / Michael Bowles.
Material type:
TextPublication details: Indianapolis, IN : Wiley, [2015]; ©2015Description: 1 online resource : color illustrationsISBN: 9781119183600; 111918360X; 9781118961766; 1118961765; 9781118961759; 1118961757Subject(s): Machine learning | Python (Computer program language) | COMPUTERS / General | Machine learning | Python (Computer program language)Online resources: Wiley Online Library
Contents:
The Two Essential Algorithms for Making Predictions -- Understand the Problem by Understanding the Data -- Predictive Model Building: Balancing Performance, Complexity, and Big Data -- Penalized Linear Regression -- Building Predictive Models Using Penalized Linear Methods -- Ensemble Methods -- Building Ensemble Models with Python.
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|
e-Books
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Central Library, Sikkim University | Not for loan | E-2859 |
Total holds: 0
The Two Essential Algorithms for Making Predictions -- Understand the Problem by Understanding the Data -- Predictive Model Building: Balancing Performance, Complexity, and Big Data -- Penalized Linear Regression -- Building Predictive Models Using Penalized Linear Methods -- Ensemble Methods -- Building Ensemble Models with Python.
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