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Bhagath Gopinath
What is Big data?
Bhagath Gopinath
 Process of
 collecting,
 organizing and
 analyzing large sets of data
 Enables an organization to process extremely large
volumes of data.
 Analyze data and draw conclusion to help
organization to drive better business decisions in
the future.
Bhagath Gopinath
Challenges in Big data
Bhagath Gopinath
Big data challenges include
- Capturing data
- Data storage
- Data analysis
- Search
- Sharing
- Transfer
- Visualization
- Querying
Bhagath Gopinath
- Updating
- Information privacy
- Data Source
Bhagath Gopinath
 In the past few years, there has been a massive
increase in Big Data start-ups, all trying to deal
with Big Data and helping organizations to
understand Big Data.
 Thereby more and more companies are slowly
adopting and moving towards Big Data
 The large Big Data revolution is still ahead of us so
a lot will change in the coming years.
Bhagath Gopinath
 This is achieved through integration of traditional
HTML-style web pages with vast back-end
databases built on SQL.
 5.5 million people are already using Facebook, to
upload and share their own data with friends.
Bhagath Gopinath
Brief History of Big data
Bhagath Gopinath
Big data Characteristics
Bhagath Gopinath
Bhagath Gopinath
Volume
 This refers to the vast amounts of data generated
every second.
 This can handle data in Zettabytes or Brontobytes.
 Big data tools use distributed systems so that we
can store and analyse data across databases that
are dotted around anywhere in the world.
Bhagath Gopinath
Velocity
 Refers to the speed at which new data is generated
and the speed at which data moves around.
Bhagath Gopinath
Variety
 Refers to the different types of data use.
 In the past we only focused on structured data that
neatly fitted into tables or relational databases,
such as financial data.
 In fact, 80% of the world’s data is unstructured
(text, images, video, voice, etc.)
Bhagath Gopinath
Veracity
 Refers to the messiness or trustworthiness of
the data.
 With many forms of big data quality and accuracy are
less controllable.
Bhagath Gopinath
Bhagath Gopinath
Differences between Normal and
Big data
Sl.
No
Traditional Data Big Data
1. Support only Structured data Supports any formats of data
2. Size of data is very small Size is more than traditional data size
3. This is easy to work or
manipulate
Difficult to handle data
4. Normal system configuration is
sufficient
High system configuration is required
5. Traditional database tools is
enough
Special tools are required
6. Normal functions are sufficient Special kinds of functions are required
Bhagath Gopinath
Structures of big data
Bhagath Gopinath
Bhagath Gopinath
Bhagath Gopinath
Structured Data Example
Bhagath Gopinath
Semi structured data Example
Bhagath Gopinath
Bhagath Gopinath
Quasi Structured Data Example
Bhagath Gopinath
Bhagath Gopinath
Tools in Big data
Bhagath Gopinath
Bhagath Gopinath
Real time in Big data
Bhagath Gopinath
Bhagath Gopinath
Big data in Healthcare
 Healthcare analytics has a lot of positive and life
saving outcomes.
 It has the potential to reduce costs of treatment, avoid
preventable diseases and improve the quality of life in
general.
 Organizations are getting sufficient data that helps
them understand what the patient needs are.
Bhagath Gopinath
Why?
 The healthcare industry faces multiple challenges.
 By using Big data,it will be highly efficient
for healthcare sector to
 Capture patient information
 provide treatment for patients based on the disease.
 Handle vast amount of data like financial, clinical, R&D,
administration and operational data
Bhagath Gopinath
How big data impacts?
 Patient engagement could be enhanced
 Patient health tracking
 Personal injuries
 Cost reduction
 Increased Access To Real-Time Health Stats
Bhagath Gopinath
Benefits of big data
Bhagath Gopinath
Advantages
 Through big data, healthcare organizations can create
holistic, personalized, comprehensive patient profiles
and detect diseases at much earlier stages to be treated
more effectively.
 Healthcare organizations can also expect to boost
security, as well, by detecting healthcare fraud more
easily and effectively.
 Mobile health applications such as telehealth and
wearables like, Fit Bit, will also grow and provide
consumers with healthcare services and information
instantly.
Bhagath Gopinath
Conclusion
Bhagath Gopinath
 Like other key developments in data storage, data
processing and the Internet, Big Data is just a
further step that will bring change to the way we
run business and society.
 Big data has also played an important role in
Healthcare Industry
 Big data in healthcare deems to have great
potential to steer the industry in a more efficient
and cost-efficient future.
Bhagath Gopinath

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Big data analytics in healthcare industry

  • 2. What is Big data? Bhagath Gopinath
  • 3.  Process of  collecting,  organizing and  analyzing large sets of data  Enables an organization to process extremely large volumes of data.  Analyze data and draw conclusion to help organization to drive better business decisions in the future. Bhagath Gopinath
  • 4. Challenges in Big data Bhagath Gopinath
  • 5. Big data challenges include - Capturing data - Data storage - Data analysis - Search - Sharing - Transfer - Visualization - Querying Bhagath Gopinath
  • 6. - Updating - Information privacy - Data Source Bhagath Gopinath
  • 7.  In the past few years, there has been a massive increase in Big Data start-ups, all trying to deal with Big Data and helping organizations to understand Big Data.  Thereby more and more companies are slowly adopting and moving towards Big Data  The large Big Data revolution is still ahead of us so a lot will change in the coming years. Bhagath Gopinath
  • 8.  This is achieved through integration of traditional HTML-style web pages with vast back-end databases built on SQL.  5.5 million people are already using Facebook, to upload and share their own data with friends. Bhagath Gopinath
  • 9. Brief History of Big data Bhagath Gopinath
  • 12. Volume  This refers to the vast amounts of data generated every second.  This can handle data in Zettabytes or Brontobytes.  Big data tools use distributed systems so that we can store and analyse data across databases that are dotted around anywhere in the world. Bhagath Gopinath
  • 13. Velocity  Refers to the speed at which new data is generated and the speed at which data moves around. Bhagath Gopinath
  • 14. Variety  Refers to the different types of data use.  In the past we only focused on structured data that neatly fitted into tables or relational databases, such as financial data.  In fact, 80% of the world’s data is unstructured (text, images, video, voice, etc.) Bhagath Gopinath
  • 15. Veracity  Refers to the messiness or trustworthiness of the data.  With many forms of big data quality and accuracy are less controllable. Bhagath Gopinath
  • 17. Differences between Normal and Big data Sl. No Traditional Data Big Data 1. Support only Structured data Supports any formats of data 2. Size of data is very small Size is more than traditional data size 3. This is easy to work or manipulate Difficult to handle data 4. Normal system configuration is sufficient High system configuration is required 5. Traditional database tools is enough Special tools are required 6. Normal functions are sufficient Special kinds of functions are required Bhagath Gopinath
  • 18. Structures of big data Bhagath Gopinath
  • 22. Semi structured data Example Bhagath Gopinath
  • 24. Quasi Structured Data Example Bhagath Gopinath
  • 26. Tools in Big data Bhagath Gopinath
  • 28. Real time in Big data Bhagath Gopinath
  • 30. Big data in Healthcare  Healthcare analytics has a lot of positive and life saving outcomes.  It has the potential to reduce costs of treatment, avoid preventable diseases and improve the quality of life in general.  Organizations are getting sufficient data that helps them understand what the patient needs are. Bhagath Gopinath
  • 31. Why?  The healthcare industry faces multiple challenges.  By using Big data,it will be highly efficient for healthcare sector to  Capture patient information  provide treatment for patients based on the disease.  Handle vast amount of data like financial, clinical, R&D, administration and operational data Bhagath Gopinath
  • 32. How big data impacts?  Patient engagement could be enhanced  Patient health tracking  Personal injuries  Cost reduction  Increased Access To Real-Time Health Stats Bhagath Gopinath
  • 33. Benefits of big data Bhagath Gopinath
  • 34. Advantages  Through big data, healthcare organizations can create holistic, personalized, comprehensive patient profiles and detect diseases at much earlier stages to be treated more effectively.  Healthcare organizations can also expect to boost security, as well, by detecting healthcare fraud more easily and effectively.  Mobile health applications such as telehealth and wearables like, Fit Bit, will also grow and provide consumers with healthcare services and information instantly. Bhagath Gopinath
  • 36.  Like other key developments in data storage, data processing and the Internet, Big Data is just a further step that will bring change to the way we run business and society.  Big data has also played an important role in Healthcare Industry  Big data in healthcare deems to have great potential to steer the industry in a more efficient and cost-efficient future. Bhagath Gopinath