The trend in software development has been changed a lot nowadays. People are expecting predictable features from some unpredictable data. We can now develop software products from raw data, refine raw data to produce business insights and analytic. We are using visualizations, statistics, and machine learning to develop and plan the needful. This is termed as Data Science. Data modelling is the first part of any software product development. So, “Waterfall” is the approach. During this period, “Agile” approaches has been emerged. Software Development projects are now getting delivered on a stipulated period and budget. Data science is still trapped on waterfall method. Problem area lies here. Galore of opportunities arrives at the juncture of these two trends of development. Agile big data is a development methodology which can be utilized to address the same. Session will be focused to explore new approaches and team structures to follow this methodology.

1. DECIPHERING AGILE BIG DATA
Sourav Maitra
1st – 3rd December, 2017 | Westin, Hyderabad, INDIA

3. All about mindset development…
&
Putting things in place

4. Disclaimer: All the images are downloaded. Copyright (if there is any) belongs to the respective site only. It is used for educational purpose only.

6. Big Data Management
"the organization, administration and management of large volumes of structured
and unstructured data“

7. Big-Words related to Big Data

9. NO-SQL Eco-System Aggregate Stores
Graph
• Aggregate Stores
• Less or no connection
between objects
• Good for storing
discrete data. But
sacrifice
• Data model
• Language
• Functionality
Disclaimer: All the images are downloaded. Copyright (if there is any) belongs to the respective site only. It is used for educational purpose only.

10. Disclaimer: All the images are downloaded. Copyright (if there is any) belongs to the respective site only. It is used for educational purpose only.

11. Selection
Criteria

12. Big-Words related to Big Data

13. Agile Big-Data
An approach/mindset towards the Big-Data Management Projects

14. Hiccups….
• Different viewpoints
• Different recommendations

15. Roles in Agile Big Data
People Over Processes
• Stakeholders
• Business Development Team
• Marketers
• Product Managers
• UX and corresponding UI
designers
• Interaction Designers
• Web Developers
• Data Scientists
• Applied Researchers
• Platform Engineers
• Op/DevOps Professionals

16. Roles in Agile Big Data
Responding to Change…
• Generalists over specialist
• Small teams over large teams
• High level tools over traditional
tools
• Smaller Sprint size over Sprint
with larger in size

17. A Good Agile Team
• Working CSS and Design aesthetic to be maintained by
Designers
• Application Developers can deliver core modules of the
application
• Building Web services and application integration can be
designed and monitored by Data Scientist
• Entire project needs to be monitored by Product managers

18. Disclaimer: All the images are downloaded and used as it is. I do not own
the copyright of those images. I have used those images purely for
educational purpose. Copyright is owned by the respective websites.

19. Sourav Maitra
Chief Avid – AgiTechAvids
Program Director @ Joba Online
905-111-70-70
info@agitechavids.com
http://agitechavids.com
Thank You