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1. Introduction 2. Fundamentals of Nonlinear Dynamical Systems 2.1 Definition and Characteristics 2.2 Examples in Mathematical Context 2.3 Importance in Scientific Applications 3. Overview of Machine Learning Techniques 3.1 Supervised Learning 3.2 Unsupervised Learning 3.3 Reinforcement Learning 3.4 Deep Learning Architectures 4. Intersection of Machine Learni...
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