How does neural network or for that matter any machine learning model relates to Big Data. Do we get a better quality learning model with bigger data. That’s what we will explore in this post. We will explore sample complexity i.e. the way model performance varies with training sample size. This will be particularly interesting from a Big Data point of view. We will also look at model complexity which tells us how model performance varies with model complexity.
Although I have used a multi layer neural network for my experiments, the findings should
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