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Deep Learning : Foundations and Concepts. by Bishop, Christopher M.

Table of Contents: “…The Impact of Deep Learning -- 1.1.1 Medical diagnosis -- 1.1.2 Protein structure -- 1.1.3 Image synthesis -- 1.1.4 Large language models -- 1.2. A Tutorial Example -- 1.2.1 Synthetic data -- 1.2.2 Linear models -- 1.2.3 Error function -- 1.2.4 Model complexity -- 1.2.5 Regularization -- 1.2.6 Model selection -- 1.3. …”
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