Machine learning engineering / Andriy Burkov

By: Burkov, AndriyMaterial type: Text

TextPublication details: Canada : True Positive, c2020. Description: xxvi, 282 p. : col. ill. ; 24 cmISBN: 9781999579579DDC classification: 006.31 BUR

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Item type	Current library	Home library	Call number	Status	Date due	Barcode	Item holds
English Lending	Villa College Library	Villa College Library	006.31 BUR (Browse shelf(Opens below))	Available		18258
English Lending	Villa College Library	Villa College Library	006.31 BUR (Browse shelf(Opens below))	Available		18259

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Previous	006.3 RUS Artificial intelligence : a modern approach /	006.302855133 BRA Prolog programming for artificial intelligence /	006.31 BUR Machine learning engineering /	006.31 BUR Machine learning engineering /	006.31 RAV Hands-on deep learning algorithms with python : master deep learning algorithms with the extensive math by implementing them using TensorFlow /	006.31 RAV Hands-on deep learning algorithms with python : master deep learning algorithms with the extensive math by implementing them using TensorFlow /	006.33 KLO Data science projects with python : a case study approach to gaining valuable insights from real data with machine learning /	Next

CONTENT INCLUDES:

1. Introduction
2. Before the project starts
3. Data collection and preparation
4. Feature engineering
5. Supervised model training (Part 1)
6. Supervised model training (Part 2)
7. Model evaluation
8. Model deployment
9. Model serving, monitoring, and maintenance
10. Conclusion

Includes index.

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