Machine learning for absolute beginners / Oliver Theobald.
By: Theobald, Oliver
.
Material type: 
BookCall no.: Q325.5 .T446 2017Publication: [United States?] : Oliver Theobald, 2017Edition: 1st ed.Description: 167 p. : ill.ISBN: 152095140X; 9781520951409.Subject(s): Machine learning | Computer algorithms | Data mining
Contents:
Introduction -- From Data Science, to AI, to Machine Learning -- Self-Learning -- Tools -- Machine Learning Categories -- Machine Learning in Action -- Regression Analysis -- Clustering Analysis -- Dimensionality Reduction -- Support Vector Machines -- Artificial Neural Networks -- Bias & Variance -- Decision Trees -- Association Analysis -- Recommender Systems -- Algorithm Selection -- Development Environment -- Building a Model in Python -- Career & Study Options -- Further Resources -- Downloading Datasets.
| Item type | Current location | Collection | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|---|
Book
|
Puey Ungphakorn Library, Rangsit Campus General Stacks | General Books | Q325.5 .T446 2017 (See Similar Items) | Available | 31379015643951 |
Total holds: 0
Includes bibliographical references.
Introduction -- From Data Science, to AI, to Machine Learning -- Self-Learning -- Tools -- Machine Learning Categories -- Machine Learning in Action -- Regression Analysis -- Clustering Analysis -- Dimensionality Reduction -- Support Vector Machines -- Artificial Neural Networks -- Bias & Variance -- Decision Trees -- Association Analysis -- Recommender Systems -- Algorithm Selection -- Development Environment -- Building a Model in Python -- Career & Study Options -- Further Resources -- Downloading Datasets.
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