Mission Analytics: Common pitfalls and how to avoid them – Delin Shen | ODSC East 2018
The promise of data and data analytics is immense, but its actual implementation needs more than just data science PhDs and Hadoop clusters – it requires a mindset shift. What is the right mix of talent to make that happen? What kind of projects need to be undertaken and how to phase them? How to separate the hype of advanced techniques like machine learning from what will work for a business in the now and here? Why is scaling important and how does it usually get undermined? As you already have realized while solving this for your organization, the approach requires a mix of EQ and IQ. While there is no silver bullet, in this video, we discuss how we can be proactively aware of the common pitfalls, and avoid being blindsided by them on our journey.
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