SlideShare a Scribd company logo
1 of 16
ผู้ช่วยศาสตราจารย์จิรัฎฐา  ภูบุญอบ  ( jiratta . [email_address] . ac . th, 08-9275-9797 ) บทนำ ( Introduction) 1
1.  What is Data Mining? ,[object Object]
2.  Why Data Mining? ,[object Object],[object Object],[object Object],[object Object],[object Object]
3. The Need for Human Direction of Data Mining ,[object Object],[object Object]
4. CROSS - INDUSTRY STANDARD PROCESS :  CRISP–DM      
6.  FALLACIES OF DATA MINING ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
7. WHAT TASKS CAN DATA MINING ACCOMPLISH? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
7.1  Description ,[object Object],[object Object],[object Object]
7.2 Estimation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
7.2 Estimation   ( cont’d ) ,[object Object],[object Object],[object Object],[object Object],[object Object]
7.2 Estimation   ( cont’d ) ,[object Object],[object Object]
7.3 Prediction ,[object Object],[object Object],[object Object],Q1 Q2 Q3 Q4 Stock Price ? ? ?
7.3 Prediction   ( cont’d ) ,[object Object],[object Object],[object Object]
7.4  Classification ,[object Object]
7.5  Clustering ,[object Object],[object Object],[object Object]
7.6  Association ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

SAS/MIT/Sloan Data Analytics
SAS/MIT/Sloan Data AnalyticsSAS/MIT/Sloan Data Analytics
SAS/MIT/Sloan Data Analytics
Steven Kimber
 
Glossary
GlossaryGlossary
Glossary
asfawm
 
Finding statistics2
Finding statistics2Finding statistics2
Finding statistics2
lmk7
 

What's hot (19)

Business analyst
Business analystBusiness analyst
Business analyst
 
Data Mining Technniques
Data Mining TechnniquesData Mining Technniques
Data Mining Technniques
 
Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...
Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...
Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...
 
1 Introduction to-data-mining lecture
1   Introduction to-data-mining lecture1   Introduction to-data-mining lecture
1 Introduction to-data-mining lecture
 
Exam Short Preparation on Data Analytics
Exam Short Preparation on Data AnalyticsExam Short Preparation on Data Analytics
Exam Short Preparation on Data Analytics
 
Data preparation and processing chapter 2
Data preparation and processing chapter  2Data preparation and processing chapter  2
Data preparation and processing chapter 2
 
SAS/MIT/Sloan Data Analytics
SAS/MIT/Sloan Data AnalyticsSAS/MIT/Sloan Data Analytics
SAS/MIT/Sloan Data Analytics
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data Mining
 
5 data preparation and processing2
5 data preparation and processing25 data preparation and processing2
5 data preparation and processing2
 
Glossary
GlossaryGlossary
Glossary
 
Comparative study of frequent item set in data mining
Comparative study of frequent item set in data miningComparative study of frequent item set in data mining
Comparative study of frequent item set in data mining
 
Application of data mining
Application of data miningApplication of data mining
Application of data mining
 
Data Warehouse By Piyush
Data Warehouse By PiyushData Warehouse By Piyush
Data Warehouse By Piyush
 
Data mining
Data miningData mining
Data mining
 
Data mining
Data miningData mining
Data mining
 
Application areas of data mining
Application areas of data miningApplication areas of data mining
Application areas of data mining
 
Data Mining
Data MiningData Mining
Data Mining
 
Data analytics
Data analyticsData analytics
Data analytics
 
Finding statistics2
Finding statistics2Finding statistics2
Finding statistics2
 

Similar to File 498 Doc 4 01 Dm Intro To Dm

Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
Tony Nguyen
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
Luis Goldster
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
James Wong
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
Harry Potter
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
Young Alista
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
Fraboni Ec
 

Similar to File 498 Doc 4 01 Dm Intro To Dm (20)

what is ..how to process types and methods involved in data analysis
what is ..how to process types and methods involved in data analysiswhat is ..how to process types and methods involved in data analysis
what is ..how to process types and methods involved in data analysis
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
 
Business analytics and data mining
Business analytics and data miningBusiness analytics and data mining
Business analytics and data mining
 
Testing
TestingTesting
Testing
 
Testing
TestingTesting
Testing
 
D M1
D M1D M1
D M1
 
Study of Data Mining Methods and its Applications
Study of  Data Mining Methods and its ApplicationsStudy of  Data Mining Methods and its Applications
Study of Data Mining Methods and its Applications
 
Data Mining
Data MiningData Mining
Data Mining
 
Data mining
Data miningData mining
Data mining
 
Data mining
Data miningData mining
Data mining
 
Data Analysis - Approach & Techniques
Data Analysis - Approach & TechniquesData Analysis - Approach & Techniques
Data Analysis - Approach & Techniques
 
Unit 1 pptx.pptx
Unit 1 pptx.pptxUnit 1 pptx.pptx
Unit 1 pptx.pptx
 
Data and Information Visualization part 2.pptx
Data and Information Visualization part 2.pptxData and Information Visualization part 2.pptx
Data and Information Visualization part 2.pptx
 
Classification and prediction in data mining
Classification and prediction in data miningClassification and prediction in data mining
Classification and prediction in data mining
 
Data mining-basic
Data mining-basicData mining-basic
Data mining-basic
 

Recently uploaded

APPLIED ECONOMICS Sept 9FGHFGHFHGFGHFHGFHGFH
APPLIED ECONOMICS Sept 9FGHFGHFHGFGHFHGFHGFHAPPLIED ECONOMICS Sept 9FGHFGHFHGFGHFHGFHGFH
APPLIED ECONOMICS Sept 9FGHFGHFHGFGHFHGFHGFH
geloencina777
 

Recently uploaded (20)

Famous Kala Jadu, Kala ilam specialist in USA and Bangali Amil baba in Saudi ...
Famous Kala Jadu, Kala ilam specialist in USA and Bangali Amil baba in Saudi ...Famous Kala Jadu, Kala ilam specialist in USA and Bangali Amil baba in Saudi ...
Famous Kala Jadu, Kala ilam specialist in USA and Bangali Amil baba in Saudi ...
 
Shrambal_Distributors_Newsletter_May-2024.pdf
Shrambal_Distributors_Newsletter_May-2024.pdfShrambal_Distributors_Newsletter_May-2024.pdf
Shrambal_Distributors_Newsletter_May-2024.pdf
 
najoomi asli amil baba kala jadu expert rawalpindi bangladesh uk usa
najoomi asli amil baba kala jadu expert rawalpindi bangladesh uk usanajoomi asli amil baba kala jadu expert rawalpindi bangladesh uk usa
najoomi asli amil baba kala jadu expert rawalpindi bangladesh uk usa
 
Q1 2024 Conference Call Presentation vF.pdf
Q1 2024 Conference Call Presentation vF.pdfQ1 2024 Conference Call Presentation vF.pdf
Q1 2024 Conference Call Presentation vF.pdf
 
APPLIED ECONOMICS Sept 9FGHFGHFHGFGHFHGFHGFH
APPLIED ECONOMICS Sept 9FGHFGHFHGFGHFHGFHGFHAPPLIED ECONOMICS Sept 9FGHFGHFHGFGHFHGFHGFH
APPLIED ECONOMICS Sept 9FGHFGHFHGFGHFHGFHGFH
 
Black magic specialist in Saudi Arabia (Kala jadu expert in UK) Bangali Amil ...
Black magic specialist in Saudi Arabia (Kala jadu expert in UK) Bangali Amil ...Black magic specialist in Saudi Arabia (Kala jadu expert in UK) Bangali Amil ...
Black magic specialist in Saudi Arabia (Kala jadu expert in UK) Bangali Amil ...
 
Bank of Tomorrow White Paper For Reading
Bank of Tomorrow White Paper For ReadingBank of Tomorrow White Paper For Reading
Bank of Tomorrow White Paper For Reading
 
black magic removal amil baba in pakistan karachi islamabad america canada uk...
black magic removal amil baba in pakistan karachi islamabad america canada uk...black magic removal amil baba in pakistan karachi islamabad america canada uk...
black magic removal amil baba in pakistan karachi islamabad america canada uk...
 
Retail sector trends for 2024 | European Business Review
Retail sector trends for 2024  | European Business ReviewRetail sector trends for 2024  | European Business Review
Retail sector trends for 2024 | European Business Review
 
Significant AI Trends for the Financial Industry in 2024 and How to Utilize Them
Significant AI Trends for the Financial Industry in 2024 and How to Utilize ThemSignificant AI Trends for the Financial Industry in 2024 and How to Utilize Them
Significant AI Trends for the Financial Industry in 2024 and How to Utilize Them
 
Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...
Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...
Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...
 
20240514-Calibre-Q1-2024-Conference-Call-Presentation.pdf
20240514-Calibre-Q1-2024-Conference-Call-Presentation.pdf20240514-Calibre-Q1-2024-Conference-Call-Presentation.pdf
20240514-Calibre-Q1-2024-Conference-Call-Presentation.pdf
 
Famous Kala Jadu, Black magic expert in Faisalabad and Kala ilam specialist i...
Famous Kala Jadu, Black magic expert in Faisalabad and Kala ilam specialist i...Famous Kala Jadu, Black magic expert in Faisalabad and Kala ilam specialist i...
Famous Kala Jadu, Black magic expert in Faisalabad and Kala ilam specialist i...
 
asli amil baba bengali black magic kala jadu expert in uk usa canada france c...
asli amil baba bengali black magic kala jadu expert in uk usa canada france c...asli amil baba bengali black magic kala jadu expert in uk usa canada france c...
asli amil baba bengali black magic kala jadu expert in uk usa canada france c...
 
GIFT City Overview India's Gateway to Global Finance
GIFT City Overview  India's Gateway to Global FinanceGIFT City Overview  India's Gateway to Global Finance
GIFT City Overview India's Gateway to Global Finance
 
Production and Cost of the firm with curves
Production and Cost of the firm with curvesProduction and Cost of the firm with curves
Production and Cost of the firm with curves
 
Current scenario of Energy Retail utilities market in UK
Current scenario of Energy Retail utilities market in UKCurrent scenario of Energy Retail utilities market in UK
Current scenario of Energy Retail utilities market in UK
 
najoomi asli amil baba kala jadu expert rawalpindi bangladesh uk usa
najoomi asli amil baba kala jadu expert rawalpindi bangladesh uk usanajoomi asli amil baba kala jadu expert rawalpindi bangladesh uk usa
najoomi asli amil baba kala jadu expert rawalpindi bangladesh uk usa
 
Pension dashboards forum 1 May 2024 (1).pdf
Pension dashboards forum 1 May 2024 (1).pdfPension dashboards forum 1 May 2024 (1).pdf
Pension dashboards forum 1 May 2024 (1).pdf
 
Pitch-deck CopyFinancial and MemberForex.ppsx
Pitch-deck CopyFinancial and MemberForex.ppsxPitch-deck CopyFinancial and MemberForex.ppsx
Pitch-deck CopyFinancial and MemberForex.ppsx
 

File 498 Doc 4 01 Dm Intro To Dm