Prototype to Production
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From Prototyping to Production : Building an Efficient Pipeline Continue
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Description: # From Prototyping to Production : Building an Efficient Pipeline How should we take a complex idea, apply AI algorithms on it and deploy it in production? This is a question that is commonly asked by many of our clients at Colaberry. This, as we see is a common area of interest to many Organizations, large & small. This begs an efficient pipeline that is effective in having Data Scientists, Machine Learning Engineers and Data Engineers working in collaboration. Before we jump on to explain how we go about doing it at Colaberry, here is a visualization of some of the popular areas of interest in the AI domain: <img src="../images/ML_venn_diagram.png", style="width: 700px;">
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