Realizing The Potential Of Big Data And Analytics
It’s not what you know. It’s what you do with what you know.
That’s something companies worldwide will be learning—for better or worse—in
the coming year when it comes to big data.
Gurus among us have proclaimed 2017 will be the year big
data goes mainstream. If you’re anything like me, you may be wondering if that
has already happened and if not, why? Even many teenagers I know use Google
Analytics to monitor their daily “brand.” The truth is 2017 marks an even more
meaningful shift when it comes to using data in business. For the first time,
it will drive business operations, rather than simply reflecting performance.
That’s a powerful proposition for those who use analytics effectively. On the
flip side: It could be absolutely devastating for companies who are falling
behind.
If you’re worried your business may have missed the big data
boat, you’re in good company. According to the Harvard Business Review, a
majority of today’s businesses are “nowhere close” to recognizing the value
analytics can bring. The reasons are all-too familiar: Lack of vision, lack of
communication, lack of an actual plan. The good news: you can do something
about it. Below are just a few things to keep in mind as you assemble—or
re-assemble—your strategic big data plan.
Find A Champion
Like most big changes in any company, management plays a
huge role in how quickly their companies will adopt—and adapt—to it. If you are
planning to introduce or enhance your analytics platform, establish supporters
and mentors in every sector of the company. After all, data is never central.
From your front-line customer service team to your top senior executives, the
decisions you make based on results and reporting will reach every single layer
of your company—including YOU.
Whether gathering data on the front end or making big
decisions in the C Suite, every single person in your organization must buy in
to the value analytics brings. If not, you run two major risks. First, you
could end up with dirty data, which is worthless when it comes to making good,
solid business decisions. Second, you could amass tons of amazing data insights
that are never utilized by your executive teams. Consider creating a dedicated
communication campaign surrounding analytics to ensure full-scale penetration
and success.
Create A System For Success
One of the biggest mistakes many companies make is not
having a system in place to support their analytics efforts. Who is managing
it? Reporting on it? Gathering the information? Inputting the data? How often
do they do it? How often do they report it? And what about post-collection? Who
analyzes the information, and how? If you haven’t outlined these processes,
your data will never pay. Get those systems and dedicated employees in place on
the front end, before your information gathering even starts.
Indeed, most of us know having an outdated database or
pipeline is one of the easiest ways to put a nail in our business’ coffin. The
same can be true for your analytics system. MNP notes many companies don’t even
know what types of data they have—let alone whether that data is accurate. If nothing else, your data needs to be pure.
That means someone needs to be accountable for keeping it that way. Not sure
who that person is? Hold off on making any decisions surrounding your analytics
program until you do.
Establish Clear (And Simple) Goals
If you don’t know what you’re trying to find, you’ll never
find it. Make time to answer questions like: How will we measure success,
effectiveness, and value? And even more importantly, what will we do with the
information when we find it?
Keep your goals simple, at least initially. The amount of
information flowing our way at any given moment can be overwhelming. In fact,
in 2015, IBM noted the world creates 2.5 quintillion bytes of data every single
day. Even more startling: at the time, the company estimated 90 percent of the
world’s data had been created in the last two years alone. Imagine what we’re
producing now! This kind of data flow can lead to “paralysis by analysis.” It
can turn us into deer caught in the proverbial headlights of “data overwhelm.”
To help, try to avoid overly complex analytical goals. Start slow, and learn to
trust your data through clean, clear results before taking on
overly-complicated initiatives.
Embrace Change
When used effectively, analytics do far more than validate
your company’s path to success. They can offer a new pathway to successful
change. If you aren’t open to using them to their fullest, you may as well sit
out of the game—just be ready to get left behind!
Indeed, change isn’t just coming, change is here—whether we
like it or not. Analytics have the power to disrupt nearly every part of
today’s economy, changing everything from how we run our businesses to the type
of businesses we run. big data is here to stay. Embrace its potential! It could
lead your company to unimaginable levels of
success.[Source]-https://www.forbes.com/sites/danielnewman/2017/01/31/realizing-the-potential-of-big-data-and-analytics/#9ade801709a0
Asterix
Solution’s big data course is designed to help applications scale up from single
servers to thousands of machines. With the rate at which memory cost decreased
the processing speed of data never increased and hence loading the large set of
data is still a big headache and here comes Hadoop as the solution for it.
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