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Machine Learning in Farm Animal Behavior using Python - Abir Hussain,Natasa Kleanthous

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2026-07-20
96,62 € 138,03 €

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Preface. 1. Introduction to Machine Learning for Farm Animal Behavior 2. Machine Learning Concepts and Challenges. 3. A Practical Example to Building a Simple Machine Learning Model 4. Sensors, Data Collection, and Annotation 5. Preprocessing and Feature Extraction for Animal Behavior Research 6. Feature Selection Techniques 7. Animal Research: Supervised and Unsupervised Learning Algorithms 8. Evaluation, ... Pilns apraksts

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Preface. 1. Introduction to Machine Learning for Farm Animal Behavior 2. Machine Learning Concepts and Challenges. 3. A Practical Example to Building a Simple Machine Learning Model 4. Sensors, Data Collection, and Annotation 5. Preprocessing and Feature Extraction for Animal Behavior Research 6. Feature Selection Techniques 7. Animal Research: Supervised and Unsupervised Learning Algorithms 8. Evaluation, Model Selection and Hyperparameter Tuning 9. Deep Learning Algorithms for Animal Activity Recognition References

Vairāk informācijas

Autors Abir Hussain, Natasa Kleanthous
Izdevējs Taylor & Francis Ltd
Izlaides gads 2026
Vāka tips Mīkstais vāks
EAN 9781032628714
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96,62 € 138,03 €