SlideShare una empresa de Scribd logo
1 de 36
Descargar para leer sin conexión
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

Más contenido relacionado

La actualidad más candente

Big implications of Big Data in healthcare
Big implications of Big Data in healthcareBig implications of Big Data in healthcare
Big implications of Big Data in healthcareGuires
 
Data Analytics in Healthcare
Data Analytics in HealthcareData Analytics in Healthcare
Data Analytics in HealthcareMark Gall
 
Artificial intelligence in healthcare
Artificial intelligence in healthcareArtificial intelligence in healthcare
Artificial intelligence in healthcare121Omkar
 
Big data introduction
Big data introductionBig data introduction
Big data introductionChirag Ahuja
 
Big Data in Healthcare Made Simple: Where It Stands Today and Where It’s Going
Big Data in Healthcare Made Simple: Where It Stands Today and Where It’s GoingBig Data in Healthcare Made Simple: Where It Stands Today and Where It’s Going
Big Data in Healthcare Made Simple: Where It Stands Today and Where It’s GoingHealth Catalyst
 
Artificial Intelligence in Healthcare Report
Artificial Intelligence in Healthcare Report Artificial Intelligence in Healthcare Report
Artificial Intelligence in Healthcare Report Mohit Sharma (GAICD)
 
Healthcare analytics
Healthcare analytics Healthcare analytics
Healthcare analytics Arun K
 
Big data PPT prepared by Hritika Raj (Shivalik college of engg.)
Big data PPT prepared by Hritika Raj (Shivalik college of engg.)Big data PPT prepared by Hritika Raj (Shivalik college of engg.)
Big data PPT prepared by Hritika Raj (Shivalik college of engg.)Hritika Raj
 
Big Data in Medicine
Big Data in MedicineBig Data in Medicine
Big Data in MedicineNasir Arafat
 
Big data lecture notes
Big data lecture notesBig data lecture notes
Big data lecture notesMohit Saini
 
AI in Healthcare | Future of Smart Hospitals
AI in Healthcare | Future of Smart Hospitals AI in Healthcare | Future of Smart Hospitals
AI in Healthcare | Future of Smart Hospitals Renee Yao
 
Data Mining in Healthcare: How Health Systems Can Improve Quality and Reduce...
Data Mining in Healthcare:  How Health Systems Can Improve Quality and Reduce...Data Mining in Healthcare:  How Health Systems Can Improve Quality and Reduce...
Data Mining in Healthcare: How Health Systems Can Improve Quality and Reduce...Health Catalyst
 
AI and Healthcare 2022.pdf
AI and Healthcare 2022.pdfAI and Healthcare 2022.pdf
AI and Healthcare 2022.pdfKR_Barker
 

La actualidad más candente (20)

Introduction to Data Analytics
Introduction to Data AnalyticsIntroduction to Data Analytics
Introduction to Data Analytics
 
Big implications of Big Data in healthcare
Big implications of Big Data in healthcareBig implications of Big Data in healthcare
Big implications of Big Data in healthcare
 
Data Analytics in Healthcare
Data Analytics in HealthcareData Analytics in Healthcare
Data Analytics in Healthcare
 
Artificial intelligence in healthcare
Artificial intelligence in healthcareArtificial intelligence in healthcare
Artificial intelligence in healthcare
 
Big data introduction
Big data introductionBig data introduction
Big data introduction
 
Big Data in Healthcare Made Simple: Where It Stands Today and Where It’s Going
Big Data in Healthcare Made Simple: Where It Stands Today and Where It’s GoingBig Data in Healthcare Made Simple: Where It Stands Today and Where It’s Going
Big Data in Healthcare Made Simple: Where It Stands Today and Where It’s Going
 
Big data
Big dataBig data
Big data
 
Artificial Intelligence in Healthcare Report
Artificial Intelligence in Healthcare Report Artificial Intelligence in Healthcare Report
Artificial Intelligence in Healthcare Report
 
Healthcare analytics
Healthcare analytics Healthcare analytics
Healthcare analytics
 
Data analytics
Data analyticsData analytics
Data analytics
 
Big data PPT prepared by Hritika Raj (Shivalik college of engg.)
Big data PPT prepared by Hritika Raj (Shivalik college of engg.)Big data PPT prepared by Hritika Raj (Shivalik college of engg.)
Big data PPT prepared by Hritika Raj (Shivalik college of engg.)
 
Big Data in Medicine
Big Data in MedicineBig Data in Medicine
Big Data in Medicine
 
Big Data
Big DataBig Data
Big Data
 
Big data lecture notes
Big data lecture notesBig data lecture notes
Big data lecture notes
 
Big data
Big dataBig data
Big data
 
Big Data
Big DataBig Data
Big Data
 
AI in Healthcare | Future of Smart Hospitals
AI in Healthcare | Future of Smart Hospitals AI in Healthcare | Future of Smart Hospitals
AI in Healthcare | Future of Smart Hospitals
 
Introduction to Data Analytics
Introduction to Data AnalyticsIntroduction to Data Analytics
Introduction to Data Analytics
 
Data Mining in Healthcare: How Health Systems Can Improve Quality and Reduce...
Data Mining in Healthcare:  How Health Systems Can Improve Quality and Reduce...Data Mining in Healthcare:  How Health Systems Can Improve Quality and Reduce...
Data Mining in Healthcare: How Health Systems Can Improve Quality and Reduce...
 
AI and Healthcare 2022.pdf
AI and Healthcare 2022.pdfAI and Healthcare 2022.pdf
AI and Healthcare 2022.pdf
 

Similar a Big data analytics in healthcare industry

Kapil Big Data Seminar PPT.pptx
Kapil Big Data Seminar PPT.pptxKapil Big Data Seminar PPT.pptx
Kapil Big Data Seminar PPT.pptxPRANAVKUMAR699137
 
Know The What, Why, and How of Big Data_.pdf
Know The What, Why, and How of Big Data_.pdfKnow The What, Why, and How of Big Data_.pdf
Know The What, Why, and How of Big Data_.pdfAnil
 
Introduction to big data – convergences.
Introduction to big data – convergences.Introduction to big data – convergences.
Introduction to big data – convergences.saranya270513
 
2014 Big Data Research by IDG Enterprise
2014 Big Data Research by IDG Enterprise2014 Big Data Research by IDG Enterprise
2014 Big Data Research by IDG EnterpriseIDG
 
What is Big Data? - Business Plans
What is Big Data? - Business PlansWhat is Big Data? - Business Plans
What is Big Data? - Business PlansOur Business Ladder
 
Analysis on big data concepts and applications
Analysis on big data concepts and applicationsAnalysis on big data concepts and applications
Analysis on big data concepts and applicationsIJARIIT
 
Big Data - Everything you need to know
Big Data - Everything you need to knowBig Data - Everything you need to know
Big Data - Everything you need to knowV2Soft
 
Whitepaper: Thriving in the Big Data era Manage Data before Data Manages you
Whitepaper: Thriving in the Big Data era Manage Data before Data Manages you Whitepaper: Thriving in the Big Data era Manage Data before Data Manages you
Whitepaper: Thriving in the Big Data era Manage Data before Data Manages you Intellectyx Inc
 
IRJET- Big Data Management and Growth Enhancement
IRJET- Big Data Management and Growth EnhancementIRJET- Big Data Management and Growth Enhancement
IRJET- Big Data Management and Growth EnhancementIRJET Journal
 
big data analytics pgpmx2015
big data analytics pgpmx2015big data analytics pgpmx2015
big data analytics pgpmx2015Sanmeet Dhokay
 
An overview of Big Data Technology
An overview of Big Data TechnologyAn overview of Big Data Technology
An overview of Big Data TechnologySunil Jagani
 
Big Data - Bridging Technology and Humans
Big Data - Bridging Technology and HumansBig Data - Bridging Technology and Humans
Big Data - Bridging Technology and HumansMark Laurance
 

Similar a Big data analytics in healthcare industry (20)

Bigdata Hadoop introduction
Bigdata Hadoop introductionBigdata Hadoop introduction
Bigdata Hadoop introduction
 
Kapil Big Data Seminar PPT.pptx
Kapil Big Data Seminar PPT.pptxKapil Big Data Seminar PPT.pptx
Kapil Big Data Seminar PPT.pptx
 
Big data basics
Big data basicsBig data basics
Big data basics
 
Know The What, Why, and How of Big Data_.pdf
Know The What, Why, and How of Big Data_.pdfKnow The What, Why, and How of Big Data_.pdf
Know The What, Why, and How of Big Data_.pdf
 
What is big data
What is big dataWhat is big data
What is big data
 
Introduction to big data – convergences.
Introduction to big data – convergences.Introduction to big data – convergences.
Introduction to big data – convergences.
 
2014 Big Data Research by IDG Enterprise
2014 Big Data Research by IDG Enterprise2014 Big Data Research by IDG Enterprise
2014 Big Data Research by IDG Enterprise
 
What is Big Data? - Business Plans
What is Big Data? - Business PlansWhat is Big Data? - Business Plans
What is Big Data? - Business Plans
 
Analysis on big data concepts and applications
Analysis on big data concepts and applicationsAnalysis on big data concepts and applications
Analysis on big data concepts and applications
 
Big Data - Everything you need to know
Big Data - Everything you need to knowBig Data - Everything you need to know
Big Data - Everything you need to know
 
big data
big databig data
big data
 
new.pptx
new.pptxnew.pptx
new.pptx
 
Whitepaper: Thriving in the Big Data era Manage Data before Data Manages you
Whitepaper: Thriving in the Big Data era Manage Data before Data Manages you Whitepaper: Thriving in the Big Data era Manage Data before Data Manages you
Whitepaper: Thriving in the Big Data era Manage Data before Data Manages you
 
Big Data at a Glance
Big Data at a GlanceBig Data at a Glance
Big Data at a Glance
 
IRJET- Big Data Management and Growth Enhancement
IRJET- Big Data Management and Growth EnhancementIRJET- Big Data Management and Growth Enhancement
IRJET- Big Data Management and Growth Enhancement
 
Big data
Big dataBig data
Big data
 
big data analytics pgpmx2015
big data analytics pgpmx2015big data analytics pgpmx2015
big data analytics pgpmx2015
 
An overview of Big Data Technology
An overview of Big Data TechnologyAn overview of Big Data Technology
An overview of Big Data Technology
 
Big Data - Bridging Technology and Humans
Big Data - Bridging Technology and HumansBig Data - Bridging Technology and Humans
Big Data - Bridging Technology and Humans
 
Why Alt Data Is So Important
Why Alt Data Is So ImportantWhy Alt Data Is So Important
Why Alt Data Is So Important
 

Último

Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...amitlee9823
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfRachmat Ramadhan H
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxolyaivanovalion
 
Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...shambhavirathore45
 
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfAccredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfadriantubila
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxolyaivanovalion
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxolyaivanovalion
 
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptxBPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptxMohammedJunaid861692
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxJohnnyPlasten
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...SUHANI PANDEY
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfLars Albertsson
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxolyaivanovalion
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxfirstjob4
 

Último (20)

Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
 
Sampling (random) method and Non random.ppt
Sampling (random) method and Non random.pptSampling (random) method and Non random.ppt
Sampling (random) method and Non random.ppt
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get CytotecAbortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
 
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts ServiceCall Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptx
 
Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...
 
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfAccredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptx
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptx
 
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptxBPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptx
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdf
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptx
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptx
 

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