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IntroductionWhat is Deep Machine Learning?Why Learn Deep Machine Learning?Chapter 1: Understanding Machine Learning FundamentalsBasic Concepts of Machine LearningDefinitions:1. Algorithms:2. Models:3. Data:4. Training:5. Testing:Overview of Machine Learning Types:1. Supervised Learning:2. Unsupervised Learning:3. Reinforcement Learning:Introduction to Neural NetworksWhat Are Neural Networks?Key Components of Neural Networks:1. Neurons (Nodes):2. Layers:Input Layer:Hidden Layers:Output Layer:3. Activation Functions:Chapter 2: What Makes Learning “Deep”?The Evolution from Machine Learning to Deep LearningDifferences Between Traditional Machine Learning and Deep Learning:How Deep Learning Mimics the Human Brain's Neural Structure:Deep Learning ArchitecturesExplanation of Deep Neural Networks (DNNs):Overview of Common Architectures:Chapter 3: Key Components of Deep Machine LearningLayers of a Neural Network1. Input…