Data Science allows businesses to use the
data at their disposal, whether that’s customer data, financial data or
otherwise, in an intelligent manner. Its results should be a key driver
of growth. However, although it’s not wrong to see data science as a
real game-changer for business, that doesn’t mean it’s easy to do well.
In fact, it’s pretty easy to do data science badly,
several reports suggest that a large proportion of analytics projects
fail to deliver results. that means a huge number of organizations are
doing Data Science wrong. The key to these failures is a
misunderstanding of how to properly utilize Data Science. You see it so
many times buzzwords like data science are often like hammers. They make
all your problems look like nails. And not properly understanding the
business problems you are trying to solve is where things go wrong.
Why is Data Science ?
- Improving customer retention by finding out what the triggers of churn night be
- Improving internal product development processes by looking at points where faults are most likely to happen.
- Targeting customers with the right sales messages at the right time.
- Informing product development by looking at how people use your products.
- Analyzing customer sentiment on social media
- Financial Modelling
As you can see Data Science is a field that can impact every department. From marketing to product management to finance, Data Science is not just a buzzword it’s a shift in mindset about how we work.
Data Science is about solving business problems:
To anyone still asking is Data Science
important, the answer is actually quite straight forward. It’s
important because it solves business problems. Once you and management,
recognize that fact, you are on the right track. Too often business
wants Machine Learning, Big Data products without thinking about what
they are really trying to do.
If you want your Data Scientists to be
successful, present them with the problems. let them create the
solutions. They won’t want to be told to simply build a Machine Learning
project. It’s crucial to know what the end goal is.
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