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13 - Fully Connected Neural Networks
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6 - Linear Two-Class Classification
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Frontmatter
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Appendix A - Advanced First- and Second-Order Optimization Methods
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Appendix B - Derivatives and Automatic Differentiation
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4 - Second-Order Optimization Techniques
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2 - Zero-Order Optimization Techniques
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3 - First-Order Optimization Techniques
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Acknowledgements
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Preface
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12 - Kernel Methods
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Dedication
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10 - Principles of Nonlinear Feature Engineering
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Part IV - Appendices
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Index
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Contents
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7 - Linear Multi-Class Classification
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Part II - Linear Learning
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8 - Linear Unsupervised Learning
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14 - Tree-Based Learners
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