دانلود کتاب Debugging Machine Learning Models with Python: Develop high-performance, low-bias, and explainable machine learning
by Ali Madani
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عنوان فارسی: اشکال زدایی مدل های یادگیری ماشین با پایتون: یادگیری ماشینی با کارایی بالا، کم سوگیری و قابل توضیح توسعه دهید |
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جزییات کتاب
By bridging the gap between theory and practice, you'll learn how to evaluate model performance, identify and address issues, and harness recent advancements in deep learning and generative modeling using PyTorch and scikit-learn. Your journey to developing high quality models in practice will also encompass causal and human-in-the-loop modeling and machine learning explainability. With hands-on examples and clear explanations, you'll develop the skills to deliver impactful solutions across domains such as healthcare, finance, and e-commerce.