SlideShare une entreprise Scribd logo

Testing

•Télécharger en tant que PPT, PDF•
•
S
sankett
TechnologieFormation
1  sur  28
Lecture Notes 1: Introduction to Data Mining Zhangxi Lin ISQS 6347 Texas Tech University ISQS 6347, Data & Text Mining
What is Data Mining? ,[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
Data Mining Process ISQS 6347, Data & Text Mining
What is Text Mining? ,[object Object],ISQS 6347, Data & Text Mining Patterns Trends Associations
Motivation for Text Mining ,[object Object],[object Object],ISQS 6347, Data & Text Mining 90% Structured Numerical or Coded Information 10% Unstructured or Semi-structured Information
Text Mining Process ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Why Mine Data? Commercial Viewpoint ISQS 6347, Data & Text Mining
Why Mine Data? Scientific Viewpoint ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],Origins of Data Mining ISQS 6347, Data & Text Mining Machine Learning/ Pattern Recognition Statistics/ AI Data Mining Database systems
ISQS 6347, Data & Text Mining ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Mining Tasks ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
Classification: Definition ,[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
Classification Example ISQS 6347, Data & Text Mining categorical categorical continuous class Training Set Learn Classifier Test Set Model
Classification: Application 1 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining From [Berry & Linoff] Data Mining Techniques, 1997
Classification: Application 2 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
Clustering Definition ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
Illustrating Clustering ISQS 6347, Data & Text Mining ,[object Object],Intracluster distances are minimized Intercluster distances are maximized
Clustering Example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
Association Rule Discovery: Definition ,[object Object],[object Object],ISQS 6347, Data & Text Mining Rules Discovered: {Milk} --> {Coke} {Diaper, Milk} --> {Beer}
Association Rule Discovery Example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
Regression ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
Deviation/Anomaly Detection ,[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining Typical network traffic at University level may reach over 100 million connections per day
Text Mining Tasks ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Example: Decision Support using Bank Call Center Data ISQS 6347, Data & Text Mining
Example: Decision Support using Bank Call Center Data ,[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining AC2G31, 01, 0101, PCC, 021, 0053352, NEW YORK, NY , H-SUPRVR8, STMT , “ Mr. Stark has been with the company for about 20 yrs. He hates his stmt format and wishes that we would show a daily balance to help him know when he falls below the required balance on the account.”
Challenges of Data Mining ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
Challenges of Text Mining ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining
SAS Training/Self-taught Courses ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISQS 6347, Data & Text Mining

Recommandé

Data Mining
Data MiningData Mining
Data MiningMîrză MuNib
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data MiningDataminingTools Inc
 
Application of data mining
Application of data miningApplication of data mining
Application of data miningSHIVANI SONI
 
Data mining
Data miningData mining
Data miningDaminda Herath
 
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
 
Ch 1 Intro to Data Mining
Ch 1 Intro to Data MiningCh 1 Intro to Data Mining
Ch 1 Intro to Data MiningSushil Kulkarni
 
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
 
Key Principles Of Data Mining
Key Principles Of Data MiningKey Principles Of Data Mining
Key Principles Of Data Miningtobiemuir
 

Recommandé

Data Mining
Data MiningData Mining
Data MiningMîrză MuNib
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data MiningDataminingTools Inc
 
Application of data mining
Application of data miningApplication of data mining
Application of data miningSHIVANI SONI
 
Data mining
Data miningData mining
Data miningDaminda Herath
 
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
 
Ch 1 Intro to Data Mining
Ch 1 Intro to Data MiningCh 1 Intro to Data Mining
Ch 1 Intro to Data MiningSushil Kulkarni
 
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
 
Key Principles Of Data Mining
Key Principles Of Data MiningKey Principles Of Data Mining
Key Principles Of Data Miningtobiemuir
 
Introduction to data mining technique
Introduction to data mining techniqueIntroduction to data mining technique
Introduction to data mining techniquePawneshwar Datt Rai
 
Data mining presentation.ppt
Data mining presentation.pptData mining presentation.ppt
Data mining presentation.pptneelamoberoi1030
 
Data mining seminar report
Data mining seminar reportData mining seminar report
Data mining seminar reportmayurik19
 
Data mining and knowledge Discovery
Data mining and knowledge DiscoveryData mining and knowledge Discovery
Data mining and knowledge DiscoveryKartik Kalpande Patil
 
Data Mining Concepts
Data Mining ConceptsData Mining Concepts
Data Mining ConceptsDung Nguyen
 
Data mining
Data miningData mining
Data miningjadhav_priti
 
Data mining & data warehousing
Data mining & data warehousingData mining & data warehousing
Data mining & data warehousingShubha Brota Raha
 
Data mining
Data miningData mining
Data miningimran khan
 
Data mining
Data miningData mining
Data miningheba_ahmad
 
Information Technology Data Mining
Information Technology Data MiningInformation Technology Data Mining
Information Technology Data Miningsamiksha sharma
 
Importance of Data Mining
Importance of Data MiningImportance of Data Mining
Importance of Data MiningScottperrone
 
MC0088 Internal Assignment (SMU)
MC0088 Internal Assignment (SMU)MC0088 Internal Assignment (SMU)
MC0088 Internal Assignment (SMU)Krishan Pareek
 
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
 
An introduction to data mining and its techniques
An introduction to data mining and its techniquesAn introduction to data mining and its techniques
An introduction to data mining and its techniquesSandhya Tarwani
 
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
 
Data Mining
Data MiningData Mining
Data MiningAmity University | FMS - DU | IMT | Stratford University | KKMI International Institute | AIMA | DTU
 
Introduction data mining
Introduction data miningIntroduction data mining
Introduction data miningRana Chakraborty
 
Abstract
AbstractAbstract
Abstractraghavansrini7
 
My Law
My LawMy Law
My Lawsankett
 
Energy And Emf Estudios I Ngles
Energy And Emf Estudios I NglesEnergy And Emf Estudios I Ngles
Energy And Emf Estudios I NglesWalter Omar Valenzuela Quijano
 
My Law
My LawMy Law
My Lawsankett
 

Contenu connexe

Tendances

Introduction to data mining technique
Introduction to data mining techniqueIntroduction to data mining technique
Introduction to data mining techniquePawneshwar Datt Rai
 
Data mining presentation.ppt
Data mining presentation.pptData mining presentation.ppt
Data mining presentation.pptneelamoberoi1030
 
Data mining seminar report
Data mining seminar reportData mining seminar report
Data mining seminar reportmayurik19
 
Data Mining Concepts
Data Mining ConceptsData Mining Concepts
Data Mining ConceptsDung Nguyen
 
Data mining & data warehousing
Data mining & data warehousingData mining & data warehousing
Data mining & data warehousingShubha Brota Raha
 
Information Technology Data Mining
Information Technology Data MiningInformation Technology Data Mining
Information Technology Data Miningsamiksha sharma
 
Importance of Data Mining
Importance of Data MiningImportance of Data Mining
Importance of Data MiningScottperrone
 
MC0088 Internal Assignment (SMU)
MC0088 Internal Assignment (SMU)MC0088 Internal Assignment (SMU)
MC0088 Internal Assignment (SMU)Krishan Pareek
 
Data mining concepts
Data mining conceptsData mining concepts
Data mining conceptsBasit Rafiq
 
An introduction to data mining and its techniques
An introduction to data mining and its techniquesAn introduction to data mining and its techniques
An introduction to data mining and its techniquesSandhya Tarwani
 
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
 

Tendances (19)

Introduction to data mining technique
Introduction to data mining techniqueIntroduction to data mining technique
Introduction to data mining technique
 
Data mining presentation.ppt
Data mining presentation.pptData mining presentation.ppt
Data mining presentation.ppt
 
Data mining seminar report
Data mining seminar reportData mining seminar report
Data mining seminar report
 
Data mining and knowledge Discovery
Data mining and knowledge DiscoveryData mining and knowledge Discovery
Data mining and knowledge Discovery
 
Data Mining Concepts
Data Mining ConceptsData Mining Concepts
Data Mining Concepts
 
Data mining
Data miningData mining
Data mining
 
Data mining & data warehousing
Data mining & data warehousingData mining & data warehousing
Data mining & data warehousing
 
Data mining
Data miningData mining
Data mining
 
Data mining
Data miningData mining
Data mining
 
Information Technology Data Mining
Information Technology Data MiningInformation Technology Data Mining
Information Technology Data Mining
 
Importance of Data Mining
Importance of Data MiningImportance of Data Mining
Importance of Data Mining
 
MC0088 Internal Assignment (SMU)
MC0088 Internal Assignment (SMU)MC0088 Internal Assignment (SMU)
MC0088 Internal Assignment (SMU)
 
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
 
An introduction to data mining and its techniques
An introduction to data mining and its techniquesAn introduction to data mining and its techniques
An introduction to data mining and its techniques
 
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)
 
Data Mining
Data MiningData Mining
Data Mining
 
Introduction data mining
Introduction data miningIntroduction data mining
Introduction data mining
 
Abstract
AbstractAbstract
Abstract
 

En vedette

En vedette (8)

My Law
My LawMy Law
My Law
 
Energy And Emf Estudios I Ngles
Energy And Emf Estudios I NglesEnergy And Emf Estudios I Ngles
Energy And Emf Estudios I Ngles
 
My Law
My LawMy Law
My Law
 
My Law
My LawMy Law
My Law
 
My Law
My LawMy Law
My Law
 
Janta ctg.ppt2
Janta ctg.ppt2Janta ctg.ppt2
Janta ctg.ppt2
 
My Law
My LawMy Law
My Law
 
Chap1 intro
Chap1 introChap1 intro
Chap1 intro
 

Similaire à Testing

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
 
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
 
Lect 1 introduction
Lect 1 introductionLect 1 introduction
Lect 1 introductionhktripathy
 
Data mining final year project in jalandhar
Data mining final year project in jalandharData mining final year project in jalandhar
Data mining final year project in jalandhardeepikakaler1
 
Data mining final year project in ludhiana
Data mining final year project in ludhianaData mining final year project in ludhiana
Data mining final year project in ludhianadeepikakaler1
 
Data Mining – A Perspective Approach
Data Mining – A Perspective ApproachData Mining – A Perspective Approach
Data Mining – A Perspective ApproachIRJET Journal
 
Lect 1 introduction
Lect 1 introductionLect 1 introduction
Lect 1 introductionhktripathy
 
Data warehouse and data mining
Data warehouse and data miningData warehouse and data mining
Data warehouse and data miningRohit Kumar
 
6months industrial training in data mining,ludhiana
6months industrial training in data mining,ludhiana6months industrial training in data mining,ludhiana
6months industrial training in data mining,ludhianadeepikakaler1
 
6months industrial training in data mining, jalandhar
6months industrial training in data mining, jalandhar6months industrial training in data mining, jalandhar
6months industrial training in data mining, jalandhardeepikakaler1
 
6 weeks summer training in data mining,ludhiana
6 weeks summer training in data mining,ludhiana6 weeks summer training in data mining,ludhiana
6 weeks summer training in data mining,ludhianadeepikakaler1
 
6 weeks summer training in data mining,jalandhar
6 weeks summer training in data mining,jalandhar6 weeks summer training in data mining,jalandhar
6 weeks summer training in data mining,jalandhardeepikakaler1
 

Similaire à Testing (20)

Data mining-basic
Data mining-basicData mining-basic
Data mining-basic
 
Data Mining
Data MiningData Mining
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
 
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.2.pptx
data.2.pptxdata.2.pptx
data.2.pptx
 
Lect 1 introduction
Lect 1 introductionLect 1 introduction
Lect 1 introduction
 
Data mining final year project in jalandhar
Data mining final year project in jalandharData mining final year project in jalandhar
Data mining final year project in jalandhar
 
Data mining final year project in ludhiana
Data mining final year project in ludhianaData mining final year project in ludhiana
Data mining final year project in ludhiana
 
Data Mining – A Perspective Approach
Data Mining – A Perspective ApproachData Mining – A Perspective Approach
Data Mining – A Perspective Approach
 
Lect 1 introduction
Lect 1 introductionLect 1 introduction
Lect 1 introduction
 
Data mining
Data miningData mining
Data mining
 
Data warehouse and data mining
Data warehouse and data miningData warehouse and data mining
Data warehouse and data mining
 
Data Mining
Data MiningData Mining
Data Mining
 
Data Mining
Data MiningData Mining
Data Mining
 
6months industrial training in data mining,ludhiana
6months industrial training in data mining,ludhiana6months industrial training in data mining,ludhiana
6months industrial training in data mining,ludhiana
 
6months industrial training in data mining, jalandhar
6months industrial training in data mining, jalandhar6months industrial training in data mining, jalandhar
6months industrial training in data mining, jalandhar
 
6 weeks summer training in data mining,ludhiana
6 weeks summer training in data mining,ludhiana6 weeks summer training in data mining,ludhiana
6 weeks summer training in data mining,ludhiana
 
6 weeks summer training in data mining,jalandhar
6 weeks summer training in data mining,jalandhar6 weeks summer training in data mining,jalandhar
6 weeks summer training in data mining,jalandhar
 
Data mining
Data miningData mining
Data mining
 

Dernier

MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MIND CTI
 
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
 
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
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsRoshan Dwivedi
 
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
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
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
 
Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024SynarionITSolutions
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
🐬 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
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMECloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 

Dernier (20)

MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
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
 
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
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
 
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
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
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
 
Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMECloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 

Testing

  • 1. Lecture Notes 1: Introduction to Data Mining Zhangxi Lin ISQS 6347 Texas Tech University ISQS 6347, Data & Text Mining
  • 2.
  • 3. Data Mining Process ISQS 6347, Data & Text Mining
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13. Classification Example ISQS 6347, Data & Text Mining categorical categorical continuous class Training Set Learn Classifier Test Set Model
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.