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Java Deep Learning Projects by Md. Rezaul Karim

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Getting Started with Deep Learning

In this chapter, we will explain some basic concepts of Machine Learning (ML) and Deep Learning (DL) that will be used in all subsequent chapters. We will start with a brief introduction to ML. Then we will move on to DL, which is one of the emerging branches of ML.

We will briefly discuss some of the most well-known and widely used neural network architectures. Next, we will look at various features of deep learning frameworks and libraries. Then we will see how to prepare a programming environment, before moving on to coding with some open source, deep learning libraries such as DeepLearning4J (DL4J)

Then we will solve a very famous ML problem: the Titanic survival prediction. For this, we will use an ...

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