3 common data science pitfalls to avoid

Unless you are in the business of selling data or analytics software or services, you have seen a fair share of data science projects fail to achieve promised value. Notwithstanding the flood of success stories in the media, we know that disappointment in data science is far more common. Many of us have sat through presentations with wonderful charts and convincing stories that make it look as easy as eating a pie and perhaps wondered why it does not come as easy to us to achieve the bottom line value. Is data science only good in hindsight? Is the main product the pretty slide with an impressive chart? Do you have to be Amazon or Google or Facebook to actually benefit from it? The truth is, the deck is stacked…


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