Machine Learning is a branch of artificial intelligence based on the idea that systems can… 1 answer below »

Machine Learning is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention. When we have large dataset on which we can apply predictive analysis or pattern recognition, machine learning is the way to go. The ability to automatically apply complex machine learning algorithms using frameworks and right tools is a recent development. Software frameworks are interfaces for expressing machine learning algorithms, and an implementation for executing such algorithms. In this paper, we explore the five most popular open source frameworks, Tensor Flow, Scikit-Learn, Torch, Caffe, and Theano, examining the framework’s architecture, functionality for wide range of learning settings, and implementation of that interface. We also emphasize on underlying statistics, and optimization, ease of use, performance, and

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