Everything You Wanted to Know about DataOps

1
Everything You Wanted to Know about
DataOps
2

• Data operations is a cutting-edge agile
  operations methodology that assists both IT and
  big data professionals.
• The primary objective of it is to cultivate data
  management practices and processes that enhance
  the speed and precision of analytics. This
  encompasses quality control, integration,
  automation, data access, and model deployment
  management.
• In simple words, DataOps is all about aligning
  the way you manage your data with the objectives
  you have for that data.
• For example, if you wish to reduce the customer
  churn rate, it is essential to leverage your
  customer data to develop a recommendation engine
  that produces products that are according to the
  requirements of the customers.
• This would make them engaged in the buying
  process for a pretty long time. However, this is
  only possible if your data science team has
  access to the data they require to build that
  system.

3

• They should also have the requisite tools to
  deploy it, integrate it with your website,
  continuously feed it with new data, monitor
  performance, etc. These are all ongoing processes
  that will require inputs from your engineering,
  IT and business teams.
• DataOps is beneficial to everyone. With the help
  of better data management, it is possible to
  gather more and more data.
• More and more data results in better
  scrutinisation, which ultimately leads to better
  insights, business strategies and higher
  profitability.
• It fosters collaboration between data scientists,
  engineers and technologists in such a way that
  every team works in unison to leverage data more
  efficiently and at quick turnaround time.
• It has been observed that organisations that are
  good at the prompt and thoughtful approach to
  data science are four times more likely than
  their less data-driven counterparts to observe
  growth that exceeds the expectations of their
  shareholders.

4

• Hence, in present times, we see companies across
  the board, making data management alterations
  that support more receptiveness and innovation.
  Companies like Netflix, Facebook, Stitch Fix, and
  others have already tried approaches that fall
  under this umbrella.
• Now, lets look at the process of implementing
  it.
• Democratise Your Data
• It has been observed that a lack of data access
  can create a significant roadblock towards
  innovation. Therefore, you need to have
  self-service data access and the infrastructure
  to support it. Any company that strives to be
  innovative needs datasets to be available at all
  times.
• Leverage Platforms Open Source Tools
• To become agile, it is imperative not to waste
  time building things that your team is already
  aware of like open-source tools. Contemplate
  carefully about your data needs and then create
  your tech stack accordingly.

5
Automate This is the part of the DevOps world
wherein to achieve a quicker time to value on
data-intensive projects it becomes essential to
automate steps that typically require unnecessary
manual work like data analytics pipeline
monitoring and quality assurance testing. You
can even enable self-sufficiency with
microservices. A prime example is, by giving your
data scientists the acumen of deploying models as
APIs means engineers can integrate that code
where required without refactoring, which results
in productivity enhancements. Careful
Scrutinisation It is no surprise to see more and
more organisations adopting the centre of
excellence approach when it comes to data science
management. Here, the blueprint of success is
measured as per the tools, processes,
infrastructure, priorities and key performance
indicators.
6
Smash Silos Collaboration is the key to executing
DataOps flawlessly. The tools and platforms you
utilise in the journey need to support the
broader objective of bringing the teams together
to use data more effectively.
7
Contact Us

• Company Name Enov8
• Contact Person Ashley Hosking
• Address Level 5, 14 Martin Place, Sydney, 2000,
  New South Wales,
• Australia
• Email enov8australia_at_gmail.com
• Phone(s) 61 2 8916 6391
• Fax [phone]
• Website - https//www.enov8.com

8
Thank You