Cracking the Machine Learning Code: Technicality or Innovation? (eBook, PDF)

Cracking the Machine Learning Code: Technicality or Innovation? (eBook, PDF)

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Employing off-the-shelf machine learning models is not an innovation. The journey through technicalities and innovation in the machine learning field is ongoing, and we hope this book serves as a compass, guiding the readers through the evolving landscape of artificial intelligence. It typically includes model selection, parameter tuning and optimization, use of pre-trained models and transfer learning, right use of limited data, model interpretability and explainability, feature engineering and autoML robustness and security, and computational cost - efficiency and scalability. Innovation in ...

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