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• Deep understanding of what is deep neural network and how exactly it works under the hood to come up with good predictions in real life problems (we will only explore feedforward deep neural network for binary classification in our course, but we discuss fundamentals so knowledge you will get is also applicable to all the other network types!)
• Understand what is decision boundary and how exactly it is formed by a deep neural network
• Understand why deep neural networks are also knows as function approximators