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Simplified Machine Learning
- The essential building blocks for Machine Learning expertise
Engelsk
Bogcover for Simplified Machine Learning af Pooja Sharma, 9789355516145
Specifikationer
Sprog:
Engelsk
Sider:
266
ISBN-13:
9789355516145
Indbinding:
Paperback
ISBN-10:
9355516142
Udg. Dato:
15 jun 2024
Størrelse i cm:
19,3 x 24,0 x 1,4
Oplagsdato:
15 jun 2024
Forfatter(e):

Simplified Machine Learning

- The essential building blocks for Machine Learning expertise
Engelsk
Paperback 2024
Format:

Bog beskrivelse
"Simplified Machine Learning" is a comprehensive guide that navigates readers through the intricate landscape of Machine Learning, offering a balanced blend of theory, algorithms, and practical applications. The first section introduces foundational concepts such as supervised and unsupervised learning, regression, classification, clustering, and feature engineering, providing a solid base in Machine Learning theory. The second section explores algorithms like decision trees, support vector machines, and neural networks, explaining their functions, strengths, and limitations, with a special focus on deep learning, reinforcement learning, and ensemble methods. The book also covers essential topics like model evaluation, hyperparameter tuning, and model interpretability. The final section transitions from theory to practice, equipping readers with hands-on experience in deploying models, building scalable systems, and understanding ethical considerations.
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Specifikationer
Sprog:
Engelsk
Sider:
266
ISBN-13:
9789355516145
Indbinding:
Paperback
ISBN-10:
9355516142
Udg. Dato:
15 jun 2024
Størrelse i cm:
19,3 x 24,0 x 1,4
Oplagsdato:
15 jun 2024
Forfatter(e):
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