SlideShare una empresa de Scribd logo

Data mining

•Descargar como PPT, PDF•
•
Ujjwal Kumar
Ujjwal Kumar

This document provides an overview of data mining. It introduces data mining and its goals, which include prediction, identification, classification, and optimization. The typical architecture of a data mining system is explained, including its major components. Common data mining techniques like classification, clustering, and association are also outlined. Examples are provided to illustrate techniques. The document concludes by discussing advantages and uses of data mining along with some popular data mining tools.

Tecnología
1 de 21
WELCOME TO THE SEMINAR ON DATA MINING By Ujjwal Kumar MSC 635
Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction ,[object Object],[object Object]
Why Data mining? ,[object Object],[object Object],[object Object],[object Object]
Goals of Data Mining ,[object Object],[object Object],[object Object],[object Object]
Architecture of Data Mining ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
User Interface Pattern Evolution Data Mining Engine Database or Data Warehouse Server Database Data Warehouse World Wide Web Other Info Repositories Knowledge Base Data cleaning, integration and selection
Data Mining – On what kind of data? ,[object Object],[object Object]
Data Mining – On what kind of data? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Mining techniques ,[object Object],[object Object],[object Object]
Classification ,[object Object],[object Object]
Clustering ,[object Object],[object Object],[object Object]
Clustering ,[object Object],[object Object],[object Object]
A 1% support means that 1% of all of the transactions under analysis showed that computer and software were purchased together. Association rules ,[object Object],[object Object],Where X is a variable representing a customer. A confidence, or certainty, of 50% means that if a customer buys a computer, there is a 50% chance that they will buy software as well.
Advantages of Data Mining ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Uses of Data Mining ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Uses of Data Mining ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Mining tools ,[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusion ,[object Object],[object Object],[object Object]
References ,[object Object],[object Object],[object Object],[object Object],[object Object]
Thank You

Recomendados

Data Mining: Application and trends in data mining
Data Mining: Application and trends in data miningData Mining: Application and trends in data mining
Data Mining: Application and trends in data miningDataminingTools Inc
 
Data Mining Techniques
Data Mining TechniquesData Mining Techniques
Data Mining TechniquesSanzid Kawsar
 
Data Mining
Data MiningData Mining
Data MiningAmity University | FMS - DU | IMT | Stratford University | KKMI International Institute | AIMA | DTU
 
Data Mining and Data Warehouse
Data Mining and Data WarehouseData Mining and Data Warehouse
Data Mining and Data WarehouseAnupam Sharma
 
Data mining techniques
Data mining techniquesData mining techniques
Data mining techniquesHatem Magdy
 
Data Mining & Applications
Data Mining & ApplicationsData Mining & Applications
Data Mining & ApplicationsFazle Rabbi Ador
 
Data mining
Data miningData mining
Data miningBirju Tank
 
Top Data Mining Techniques and Their Applications
Top Data Mining Techniques and Their ApplicationsTop Data Mining Techniques and Their Applications
Top Data Mining Techniques and Their ApplicationsPromptCloud
 

Recomendados

Data Mining: Application and trends in data mining
Data Mining: Application and trends in data miningData Mining: Application and trends in data mining
Data Mining: Application and trends in data miningDataminingTools Inc
 
Data Mining Techniques
Data Mining TechniquesData Mining Techniques
Data Mining TechniquesSanzid Kawsar
 
Data Mining
Data MiningData Mining
Data MiningAmity University | FMS - DU | IMT | Stratford University | KKMI International Institute | AIMA | DTU
 
Data Mining and Data Warehouse
Data Mining and Data WarehouseData Mining and Data Warehouse
Data Mining and Data WarehouseAnupam Sharma
 
Data mining techniques
Data mining techniquesData mining techniques
Data mining techniquesHatem Magdy
 
Data Mining & Applications
Data Mining & ApplicationsData Mining & Applications
Data Mining & ApplicationsFazle Rabbi Ador
 
Data mining
Data miningData mining
Data miningBirju Tank
 
Top Data Mining Techniques and Their Applications
Top Data Mining Techniques and Their ApplicationsTop Data Mining Techniques and Their Applications
Top Data Mining Techniques and Their ApplicationsPromptCloud
 
Data Mining: Future Trends and Applications
Data Mining: Future Trends and ApplicationsData Mining: Future Trends and Applications
Data Mining: Future Trends and ApplicationsIJMER
 
Data Mining – analyse Bank Marketing Data Set by WEKA.
Data Mining – analyse Bank Marketing Data Set by WEKA.Data Mining – analyse Bank Marketing Data Set by WEKA.
Data Mining – analyse Bank Marketing Data Set by WEKA.Mateusz Brzoska
 
knowledge discovery and data mining approach in databases (2)
knowledge discovery and data mining approach in databases (2)knowledge discovery and data mining approach in databases (2)
knowledge discovery and data mining approach in databases (2)Kartik Kalpande Patil
 
Introduction-to-Knowledge Discovery in Database
Introduction-to-Knowledge Discovery in DatabaseIntroduction-to-Knowledge Discovery in Database
Introduction-to-Knowledge Discovery in DatabaseKartik Kalpande Patil
 
Data mining introduction
Data mining introductionData mining introduction
Data mining introductionBasma Gamal
 
Knowledge Discovery and Data Mining
Knowledge Discovery and Data MiningKnowledge Discovery and Data Mining
Knowledge Discovery and Data MiningAmritanshu Mehra
 
Data Mining Concepts
Data Mining ConceptsData Mining Concepts
Data Mining Conceptsdataminers.ir
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data MiningAbcdDcba12
 
Data mining
Data miningData mining
Data miningRitesh Tiwari
 
Data mining
Data mining Data mining
Data mining sayalipatil528
 
Data mining
Data miningData mining
Data miningDaminda Herath
 
Big data analytics - Introduction to Big Data and Hadoop
Big data analytics - Introduction to Big Data and HadoopBig data analytics - Introduction to Big Data and Hadoop
Big data analytics - Introduction to Big Data and HadoopSamiraChandan
 
Introduction To Data Mining
Introduction To Data MiningIntroduction To Data Mining
Introduction To Data Miningdataminers.ir
 
Data mining concepts
Data mining conceptsData mining concepts
Data mining conceptsBasit Rafiq
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data MiningIzwan Nizal Mohd Shaharanee
 
Data mining services
Data mining servicesData mining services
Data mining servicesRashmiS08
 
Data Mining with big data total ieee project and entire files.
Data Mining with big data total ieee project and entire files.Data Mining with big data total ieee project and entire files.
Data Mining with big data total ieee project and entire files.Kinnudj Amee
 
Data Mining
Data MiningData Mining
Data MiningMîrză MuNib
 
Data miningppt378
Data miningppt378Data miningppt378
Data miningppt378nitttin
 
Ch12.ed wk9businessintelligenceanddecisionsupportsystem
Ch12.ed wk9businessintelligenceanddecisionsupportsystemCh12.ed wk9businessintelligenceanddecisionsupportsystem
Ch12.ed wk9businessintelligenceanddecisionsupportsystemNorhisham Mohamad Nordin
 
Data mining (lecture 1 & 2) conecpts and techniques
Data mining (lecture 1 & 2) conecpts and techniquesData mining (lecture 1 & 2) conecpts and techniques
Data mining (lecture 1 & 2) conecpts and techniquesSaif Ullah
 
Data mining
Data miningData mining
Data miningCloudbells.com
 

Más contenido relacionado

La actualidad más candente

Data Mining: Future Trends and Applications
Data Mining: Future Trends and ApplicationsData Mining: Future Trends and Applications
Data Mining: Future Trends and ApplicationsIJMER
 
Data Mining – analyse Bank Marketing Data Set by WEKA.
Data Mining – analyse Bank Marketing Data Set by WEKA.Data Mining – analyse Bank Marketing Data Set by WEKA.
Data Mining – analyse Bank Marketing Data Set by WEKA.Mateusz Brzoska
 
knowledge discovery and data mining approach in databases (2)
knowledge discovery and data mining approach in databases (2)knowledge discovery and data mining approach in databases (2)
knowledge discovery and data mining approach in databases (2)Kartik Kalpande Patil
 
Introduction-to-Knowledge Discovery in Database
Introduction-to-Knowledge Discovery in DatabaseIntroduction-to-Knowledge Discovery in Database
Introduction-to-Knowledge Discovery in DatabaseKartik Kalpande Patil
 
Data mining introduction
Data mining introductionData mining introduction
Data mining introductionBasma Gamal
 
Knowledge Discovery and Data Mining
Knowledge Discovery and Data MiningKnowledge Discovery and Data Mining
Knowledge Discovery and Data MiningAmritanshu Mehra
 
Data Mining Concepts
Data Mining ConceptsData Mining Concepts
Data Mining Conceptsdataminers.ir
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data MiningAbcdDcba12
 
Big data analytics - Introduction to Big Data and Hadoop
Big data analytics - Introduction to Big Data and HadoopBig data analytics - Introduction to Big Data and Hadoop
Big data analytics - Introduction to Big Data and HadoopSamiraChandan
 
Introduction To Data Mining
Introduction To Data MiningIntroduction To Data Mining
Introduction To Data Miningdataminers.ir
 
Data mining concepts
Data mining conceptsData mining concepts
Data mining conceptsBasit Rafiq
 
Data mining services
Data mining servicesData mining services
Data mining servicesRashmiS08
 
Data Mining with big data total ieee project and entire files.
Data Mining with big data total ieee project and entire files.Data Mining with big data total ieee project and entire files.
Data Mining with big data total ieee project and entire files.Kinnudj Amee
 
Data miningppt378
Data miningppt378Data miningppt378
Data miningppt378nitttin
 

La actualidad más candente (19)

Data Mining: Future Trends and Applications
Data Mining: Future Trends and ApplicationsData Mining: Future Trends and Applications
Data Mining: Future Trends and Applications
 
Data Mining – analyse Bank Marketing Data Set by WEKA.
Data Mining – analyse Bank Marketing Data Set by WEKA.Data Mining – analyse Bank Marketing Data Set by WEKA.
Data Mining – analyse Bank Marketing Data Set by WEKA.
 
knowledge discovery and data mining approach in databases (2)
knowledge discovery and data mining approach in databases (2)knowledge discovery and data mining approach in databases (2)
knowledge discovery and data mining approach in databases (2)
 
Introduction-to-Knowledge Discovery in Database
Introduction-to-Knowledge Discovery in DatabaseIntroduction-to-Knowledge Discovery in Database
Introduction-to-Knowledge Discovery in Database
 
Data mining introduction
Data mining introductionData mining introduction
Data mining introduction
 
Knowledge Discovery and Data Mining
Knowledge Discovery and Data MiningKnowledge Discovery and Data Mining
Knowledge Discovery and Data Mining
 
Data Mining Concepts
Data Mining ConceptsData Mining Concepts
Data Mining Concepts
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data Mining
 
Data mining
Data miningData mining
Data mining
 
Data mining
Data mining Data mining
Data mining
 
Data mining
Data miningData mining
Data mining
 
Big data analytics - Introduction to Big Data and Hadoop
Big data analytics - Introduction to Big Data and HadoopBig data analytics - Introduction to Big Data and Hadoop
Big data analytics - Introduction to Big Data and Hadoop
 
Introduction To Data Mining
Introduction To Data MiningIntroduction To Data Mining
Introduction To Data Mining
 
Data mining concepts
Data mining conceptsData mining concepts
Data mining concepts
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data Mining
 
Data mining services
Data mining servicesData mining services
Data mining services
 
Data Mining with big data total ieee project and entire files.
Data Mining with big data total ieee project and entire files.Data Mining with big data total ieee project and entire files.
Data Mining with big data total ieee project and entire files.
 
Data Mining
Data MiningData Mining
Data Mining
 
Data miningppt378
Data miningppt378Data miningppt378
Data miningppt378
 

Destacado

Ch12.ed wk9businessintelligenceanddecisionsupportsystem
Ch12.ed wk9businessintelligenceanddecisionsupportsystemCh12.ed wk9businessintelligenceanddecisionsupportsystem
Ch12.ed wk9businessintelligenceanddecisionsupportsystemNorhisham Mohamad Nordin
 
Data mining (lecture 1 & 2) conecpts and techniques
Data mining (lecture 1 & 2) conecpts and techniquesData mining (lecture 1 & 2) conecpts and techniques
Data mining (lecture 1 & 2) conecpts and techniquesSaif Ullah
 
Summarization Techniques in Association Rule Data Mining For Risk Assessment ...
Summarization Techniques in Association Rule Data Mining For Risk Assessment ...Summarization Techniques in Association Rule Data Mining For Risk Assessment ...
Summarization Techniques in Association Rule Data Mining For Risk Assessment ...IJTET Journal
 
Crm unit iv (technological tools for crm)
Crm unit iv (technological tools for crm)Crm unit iv (technological tools for crm)
Crm unit iv (technological tools for crm)Revisiting Strategy
 
What is Data Mining - Olu Campbell
What is Data Mining - Olu CampbellWhat is Data Mining - Olu Campbell
What is Data Mining - Olu CampbellOlu Campbell
 
Data Mining Ieee Papers Trichy
Data Mining Ieee Papers TrichyData Mining Ieee Papers Trichy
Data Mining Ieee Papers Trichykrish madhi
 
Presentation data mining(1)
Presentation data mining(1)Presentation data mining(1)
Presentation data mining(1)cegonsoft1999
 
Text Mining to Correct Missing CRM Information by Jonathan Sedar
Text Mining to Correct Missing CRM Information by Jonathan SedarText Mining to Correct Missing CRM Information by Jonathan Sedar
Text Mining to Correct Missing CRM Information by Jonathan SedarPyData
 
Text mining to correct missing CRM information: a practical data science project
Text mining to correct missing CRM information: a practical data science projectText mining to correct missing CRM information: a practical data science project
Text mining to correct missing CRM information: a practical data science projectJonathan Sedar
 
Cloud computing 2015 ieee papers Data mining ieee project titles
Cloud computing 2015 ieee papers Data mining ieee project titlesCloud computing 2015 ieee papers Data mining ieee project titles
Cloud computing 2015 ieee papers Data mining ieee project titlesDoClick Solutions
 
Recommender Systems: Advances in Collaborative Filtering
Recommender Systems: Advances in Collaborative FilteringRecommender Systems: Advances in Collaborative Filtering
Recommender Systems: Advances in Collaborative FilteringChangsung Moon
 
Project center in trichy @ieee 2016 17 titles for java and dotnet
Project center in trichy @ieee 2016 17 titles for java and dotnetProject center in trichy @ieee 2016 17 titles for java and dotnet
Project center in trichy @ieee 2016 17 titles for java and dotnetElakkiya Triplen
 
Mining Electronic Health Records for Insights
Mining Electronic Health Records for InsightsMining Electronic Health Records for Insights
Mining Electronic Health Records for InsightsOntotext
 
MINING HEALTH EXAMINATION RECORDS A GRAPH-BASED APPROACH
MINING HEALTH EXAMINATION RECORDS A GRAPH-BASED APPROACHMINING HEALTH EXAMINATION RECORDS A GRAPH-BASED APPROACH
MINING HEALTH EXAMINATION RECORDS A GRAPH-BASED APPROACHNexgen Technology
 
Customer relationship management_dwm_ankita_dubey
Customer relationship management_dwm_ankita_dubeyCustomer relationship management_dwm_ankita_dubey
Customer relationship management_dwm_ankita_dubeyAnkita Dubey
 
Final year IEEE,NON IEEE projects for 2013-14 for BCA,BTECH,Diploma,Mtech,MCA
Final year IEEE,NON IEEE projects for 2013-14 for BCA,BTECH,Diploma,Mtech,MCAFinal year IEEE,NON IEEE projects for 2013-14 for BCA,BTECH,Diploma,Mtech,MCA
Final year IEEE,NON IEEE projects for 2013-14 for BCA,BTECH,Diploma,Mtech,MCAprojectsepark
 

Destacado (20)

Ch12.ed wk9businessintelligenceanddecisionsupportsystem
Ch12.ed wk9businessintelligenceanddecisionsupportsystemCh12.ed wk9businessintelligenceanddecisionsupportsystem
Ch12.ed wk9businessintelligenceanddecisionsupportsystem
 
Data mining (lecture 1 & 2) conecpts and techniques
Data mining (lecture 1 & 2) conecpts and techniquesData mining (lecture 1 & 2) conecpts and techniques
Data mining (lecture 1 & 2) conecpts and techniques
 
Data mining
Data miningData mining
Data mining
 
Summarization Techniques in Association Rule Data Mining For Risk Assessment ...
Summarization Techniques in Association Rule Data Mining For Risk Assessment ...Summarization Techniques in Association Rule Data Mining For Risk Assessment ...
Summarization Techniques in Association Rule Data Mining For Risk Assessment ...
 
Crm unit iv (technological tools for crm)
Crm unit iv (technological tools for crm)Crm unit iv (technological tools for crm)
Crm unit iv (technological tools for crm)
 
What is Data Mining - Olu Campbell
What is Data Mining - Olu CampbellWhat is Data Mining - Olu Campbell
What is Data Mining - Olu Campbell
 
NDLM Certificate
NDLM CertificateNDLM Certificate
NDLM Certificate
 
Data Mining Ieee Papers Trichy
Data Mining Ieee Papers TrichyData Mining Ieee Papers Trichy
Data Mining Ieee Papers Trichy
 
Presentation data mining(1)
Presentation data mining(1)Presentation data mining(1)
Presentation data mining(1)
 
Text Mining to Correct Missing CRM Information by Jonathan Sedar
Text Mining to Correct Missing CRM Information by Jonathan SedarText Mining to Correct Missing CRM Information by Jonathan Sedar
Text Mining to Correct Missing CRM Information by Jonathan Sedar
 
Text mining to correct missing CRM information: a practical data science project
Text mining to correct missing CRM information: a practical data science projectText mining to correct missing CRM information: a practical data science project
Text mining to correct missing CRM information: a practical data science project
 
Datamining for crm
Datamining for crmDatamining for crm
Datamining for crm
 
Cloud computing 2015 ieee papers Data mining ieee project titles
Cloud computing 2015 ieee papers Data mining ieee project titlesCloud computing 2015 ieee papers Data mining ieee project titles
Cloud computing 2015 ieee papers Data mining ieee project titles
 
Recommender Systems: Advances in Collaborative Filtering
Recommender Systems: Advances in Collaborative FilteringRecommender Systems: Advances in Collaborative Filtering
Recommender Systems: Advances in Collaborative Filtering
 
Project center in trichy @ieee 2016 17 titles for java and dotnet
Project center in trichy @ieee 2016 17 titles for java and dotnetProject center in trichy @ieee 2016 17 titles for java and dotnet
Project center in trichy @ieee 2016 17 titles for java and dotnet
 
Mining Electronic Health Records for Insights
Mining Electronic Health Records for InsightsMining Electronic Health Records for Insights
Mining Electronic Health Records for Insights
 
MINING HEALTH EXAMINATION RECORDS A GRAPH-BASED APPROACH
MINING HEALTH EXAMINATION RECORDS A GRAPH-BASED APPROACHMINING HEALTH EXAMINATION RECORDS A GRAPH-BASED APPROACH
MINING HEALTH EXAMINATION RECORDS A GRAPH-BASED APPROACH
 
Customer relationship management_dwm_ankita_dubey
Customer relationship management_dwm_ankita_dubeyCustomer relationship management_dwm_ankita_dubey
Customer relationship management_dwm_ankita_dubey
 
PPT FOR BIG
PPT FOR BIGPPT FOR BIG
PPT FOR BIG
 
Final year IEEE,NON IEEE projects for 2013-14 for BCA,BTECH,Diploma,Mtech,MCA
Final year IEEE,NON IEEE projects for 2013-14 for BCA,BTECH,Diploma,Mtech,MCAFinal year IEEE,NON IEEE projects for 2013-14 for BCA,BTECH,Diploma,Mtech,MCA
Final year IEEE,NON IEEE projects for 2013-14 for BCA,BTECH,Diploma,Mtech,MCA
 

Similar a Data mining

Introduction To Data Mining
Introduction To Data Mining Introduction To Data Mining
Introduction To Data Mining Phi Jack
 
Week-1-Introduction to Data Mining.pptx
Week-1-Introduction to Data Mining.pptxWeek-1-Introduction to Data Mining.pptx
Week-1-Introduction to Data Mining.pptxTake1As
 
A Practical Approach To Data Mining Presentation
A Practical Approach To Data Mining PresentationA Practical Approach To Data Mining Presentation
A Practical Approach To Data Mining Presentationmillerca2
 
Lect 1 introduction
Lect 1 introductionLect 1 introduction
Lect 1 introductionhktripathy
 
Data Mining: Application and trends in data mining
Data Mining: Application and trends in data miningData Mining: Application and trends in data mining
Data Mining: Application and trends in data miningDatamining Tools
 
Introduction to Data Mining
Introduction to Data Mining Introduction to Data Mining
Introduction to Data Mining Sushil Kulkarni
 
Data-Mining-ppt (1).pptx
Data-Mining-ppt (1).pptxData-Mining-ppt (1).pptx
Data-Mining-ppt (1).pptxParvathyparu25
 
Data-Mining-ppt.pptx
Data-Mining-ppt.pptxData-Mining-ppt.pptx
Data-Mining-ppt.pptxayush309565
 
notes_dmdw_chap1.docx
notes_dmdw_chap1.docxnotes_dmdw_chap1.docx
notes_dmdw_chap1.docxAbshar Fatima
 
Business Intelligence and Analytics Unit-2 part-A .pptx
Business Intelligence and Analytics Unit-2 part-A .pptxBusiness Intelligence and Analytics Unit-2 part-A .pptx
Business Intelligence and Analytics Unit-2 part-A .pptxRupaRani28
 
Big data and data mining
Big data and data miningBig data and data mining
Big data and data miningPolash Halder
 
Data mining , Knowledge Discovery Process, Classification
Data mining , Knowledge Discovery Process, ClassificationData mining , Knowledge Discovery Process, Classification
Data mining , Knowledge Discovery Process, ClassificationDr. Abdul Ahad Abro
 
Introduction to-data-mining chapter 1
Introduction to-data-mining chapter 1Introduction to-data-mining chapter 1
Introduction to-data-mining chapter 1Mahmoud Alfarra
 

Similar a Data mining (20)

Introduction To Data Mining
Introduction To Data Mining Introduction To Data Mining
Introduction To Data Mining
 
Week-1-Introduction to Data Mining.pptx
Week-1-Introduction to Data Mining.pptxWeek-1-Introduction to Data Mining.pptx
Week-1-Introduction to Data Mining.pptx
 
Abstract
AbstractAbstract
Abstract
 
A Practical Approach To Data Mining Presentation
A Practical Approach To Data Mining PresentationA Practical Approach To Data Mining Presentation
A Practical Approach To Data Mining Presentation
 
data.2.pptx
data.2.pptxdata.2.pptx
data.2.pptx
 
2 Data-mining process
2 Data-mining process2 Data-mining process
2 Data-mining process
 
Data Mining
Data MiningData Mining
Data Mining
 
Lect 1 introduction
Lect 1 introductionLect 1 introduction
Lect 1 introduction
 
Data Mining: Application and trends in data mining
Data Mining: Application and trends in data miningData Mining: Application and trends in data mining
Data Mining: Application and trends in data mining
 
Introduction to Data Mining
Introduction to Data Mining Introduction to Data Mining
Introduction to Data Mining
 
Data-Mining-ppt (1).pptx
Data-Mining-ppt (1).pptxData-Mining-ppt (1).pptx
Data-Mining-ppt (1).pptx
 
Data-Mining-ppt.pptx
Data-Mining-ppt.pptxData-Mining-ppt.pptx
Data-Mining-ppt.pptx
 
data mining
data miningdata mining
data mining
 
Talk
TalkTalk
Talk
 
notes_dmdw_chap1.docx
notes_dmdw_chap1.docxnotes_dmdw_chap1.docx
notes_dmdw_chap1.docx
 
Business Intelligence and Analytics Unit-2 part-A .pptx
Business Intelligence and Analytics Unit-2 part-A .pptxBusiness Intelligence and Analytics Unit-2 part-A .pptx
Business Intelligence and Analytics Unit-2 part-A .pptx
 
Data Science
Data ScienceData Science
Data Science
 
Big data and data mining
Big data and data miningBig data and data mining
Big data and data mining
 
Data mining , Knowledge Discovery Process, Classification
Data mining , Knowledge Discovery Process, ClassificationData mining , Knowledge Discovery Process, Classification
Data mining , Knowledge Discovery Process, Classification
 
Introduction to-data-mining chapter 1
Introduction to-data-mining chapter 1Introduction to-data-mining chapter 1
Introduction to-data-mining chapter 1
 

Último

Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 

Último (20)

Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 

Data mining

  • 1. WELCOME TO THE SEMINAR ON DATA MINING By Ujjwal Kumar MSC 635
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7. User Interface Pattern Evolution Data Mining Engine Database or Data Warehouse Server Database Data Warehouse World Wide Web Other Info Repositories Knowledge Base Data cleaning, integration and selection
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.