2019

Data is the centerpiece of any machine learning effort. Hence, ingesting it efficiently is paramount considering how huge datasets can be. In this article, we will dive deep into the dataset API readily available in Tensorflow. Mental model Let’s begin by developing a mental model of how our data should be arranged. From experience, this will help in asserting shapes of both features and …

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Deep learning is a vast field of machine learning. Despite all the hype and promise it receives, it can be a daunting task for a beginner who is interested in venturing into deep learning. Before I got a solid footing, I struggled for quite sometime to understand what deep learning was. My first mistake was to pick a machine learning book. Why do I say this was a mistake? Well, deep learning is a …

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