SlideShare a Scribd company logo
1 of 26
© 2013 ExcelR Solutions. All Rights Reserved
Data Mining - Supervised
Decision Tree & Random Forest
© 2013 ExcelR Solutions. All Rights Reserved
Machine Learning is ubiquitous
© 2013 ExcelR Solutions. All Rights Reserved
What are Decision trees?
© 2013 ExcelR Solutions. All Rights Reserved
How to built decision trees?
© 2013 ExcelR Solutions. All Rights Reserved
Decision trees - Example
© 2013 ExcelR Solutions. All Rights Reserved
Algorithm for Decision Tree Induction
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree Examples
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 1, Root: Students
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 1, Root: Students
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 1, Root: Students
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 1, Root: Students
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 1, Root: Students
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 1, Root: Students
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 1, Root: Student
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 2, Root: Income
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 2, Root: Income
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 2, Root: Income
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 2, Root: Income
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 2, Root: Income
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 2, Root: Income
© 2013 ExcelR Solutions. All Rights Reserved
Decision Tree 2, Root: Income
© 2013 ExcelR Solutions. All Rights Reserved
Greedy Approach and Entropy
© 2013 ExcelR Solutions. All Rights Reserved
Entropy(Information Theory)
© 2013 ExcelR Solutions. All Rights Reserved
Entropy(Information Theory)
© 2013 ExcelR Solutions. All Rights Reserved
Information Gain: Attribute Selection Measure
© 2013 ExcelR Solutions. All Rights Reserved

More Related Content

Similar to Machine learning course in Coimbatore

Ai training in noida
Ai training in noidaAi training in noida
Ai training in noidastuartmax1
 
Lean six sigma certification in hyderabad
Lean six sigma certification in hyderabadLean six sigma certification in hyderabad
Lean six sigma certification in hyderabadstuartmax1
 
data science certification
data science certificationdata science certification
data science certificationdevipatnala1
 
data science institute in bangalore
data science institute in bangaloredata science institute in bangalore
data science institute in bangaloredevipatnala1
 
data science online course
data science online coursedata science online course
data science online coursedevipatnala1
 
Data science course in mumbai
Data science course in mumbaiData science course in mumbai
Data science course in mumbaiTejaspathiLV
 
Data analytics course
Data analytics courseData analytics course
Data analytics coursestuartmax1
 
Best data science courses
Best data science coursesBest data science courses
Best data science coursesprathyusha1234
 
Data science courses in bangalore
Data science courses in bangaloreData science courses in bangalore
Data science courses in bangaloreprathyusha1234
 
Data science course in hyderabad
Data science course in hyderabadData science course in hyderabad
Data science course in hyderabadprathyusha1234
 
Data science certification
Data science certificationData science certification
Data science certificationprathyusha1234
 
Data science certification
Data science certificationData science certification
Data science certificationprathyusha1234
 
Data science certification
Data science certificationData science certification
Data science certificationprathyusha1234
 
Machine learning course bangalore
Machine learning course bangaloreMachine learning course bangalore
Machine learning course bangaloremohammedali1253
 
Business analytics training in bangalore
Business analytics training in bangaloreBusiness analytics training in bangalore
Business analytics training in bangalorestuartmax1
 
Machine learning certification
Machine learning certificationMachine learning certification
Machine learning certificationstuartmax1
 
Business analytics training mumbai
Business analytics training mumbaiBusiness analytics training mumbai
Business analytics training mumbaistuartmax1
 
Analytics course in mumbai
Analytics course in mumbaiAnalytics course in mumbai
Analytics course in mumbaiTejaspathiLV
 
data science courses in banglore
data science courses in bangloredata science courses in banglore
data science courses in bangloredevipatnala1
 

Similar to Machine learning course in Coimbatore (20)

Ai training in noida
Ai training in noidaAi training in noida
Ai training in noida
 
Lean six sigma certification in hyderabad
Lean six sigma certification in hyderabadLean six sigma certification in hyderabad
Lean six sigma certification in hyderabad
 
data science certification
data science certificationdata science certification
data science certification
 
data science institute in bangalore
data science institute in bangaloredata science institute in bangalore
data science institute in bangalore
 
data science online course
data science online coursedata science online course
data science online course
 
Data science course in mumbai
Data science course in mumbaiData science course in mumbai
Data science course in mumbai
 
Data analytics course
Data analytics courseData analytics course
Data analytics course
 
Best data science courses
Best data science coursesBest data science courses
Best data science courses
 
Data science courses in bangalore
Data science courses in bangaloreData science courses in bangalore
Data science courses in bangalore
 
Data science course in hyderabad
Data science course in hyderabadData science course in hyderabad
Data science course in hyderabad
 
Data science certification
Data science certificationData science certification
Data science certification
 
Data science certification
Data science certificationData science certification
Data science certification
 
Data science certification
Data science certificationData science certification
Data science certification
 
Machine learning course bangalore
Machine learning course bangaloreMachine learning course bangalore
Machine learning course bangalore
 
Business analytics training in bangalore
Business analytics training in bangaloreBusiness analytics training in bangalore
Business analytics training in bangalore
 
Machine learning certification
Machine learning certificationMachine learning certification
Machine learning certification
 
Business analytics training mumbai
Business analytics training mumbaiBusiness analytics training mumbai
Business analytics training mumbai
 
Analytics course in mumbai
Analytics course in mumbaiAnalytics course in mumbai
Analytics course in mumbai
 
Data science course
Data science courseData science course
Data science course
 
data science courses in banglore
data science courses in bangloredata science courses in banglore
data science courses in banglore
 

More from Data Analytics Courses in Pune

Best data science training, best data science training institute in hyderabad.
 Best data science training, best data science training institute in hyderabad. Best data science training, best data science training institute in hyderabad.
Best data science training, best data science training institute in hyderabad.Data Analytics Courses in Pune
 
Best data science training, best data science training institute in hyderabad.
 Best data science training, best data science training institute in hyderabad. Best data science training, best data science training institute in hyderabad.
Best data science training, best data science training institute in hyderabad.Data Analytics Courses in Pune
 

More from Data Analytics Courses in Pune (18)

Digital marketing 2018
Digital marketing 2018Digital marketing 2018
Digital marketing 2018
 
Digital marketing 2018
Digital marketing 2018Digital marketing 2018
Digital marketing 2018
 
Digital Marketing training in Pune
Digital Marketing training in PuneDigital Marketing training in Pune
Digital Marketing training in Pune
 
Data science course in pune
Data science course in puneData science course in pune
Data science course in pune
 
Digital Marketing Training In Pune
Digital Marketing Training In Pune Digital Marketing Training In Pune
Digital Marketing Training In Pune
 
Digital Marketing Training In Pune - ExcelR
Digital Marketing Training In Pune - ExcelRDigital Marketing Training In Pune - ExcelR
Digital Marketing Training In Pune - ExcelR
 
Data science certification
Data science certificationData science certification
Data science certification
 
Data Science Course In Pune
Data Science Course In PuneData Science Course In Pune
Data Science Course In Pune
 
Data science course in Pune
Data science course in PuneData science course in Pune
Data science course in Pune
 
Data science certification in pune
Data science certification in puneData science certification in pune
Data science certification in pune
 
Data science certification in pune
Data science certification in puneData science certification in pune
Data science certification in pune
 
Data Science Course In Pune
Data Science Course In PuneData Science Course In Pune
Data Science Course In Pune
 
data science certification
data science certificationdata science certification
data science certification
 
Data Science Course
Data Science CourseData Science Course
Data Science Course
 
Data Science Course
Data Science CourseData Science Course
Data Science Course
 
Best data science training, best data science training institute in hyderabad.
 Best data science training, best data science training institute in hyderabad. Best data science training, best data science training institute in hyderabad.
Best data science training, best data science training institute in hyderabad.
 
Best data science training, best data science training institute in hyderabad.
 Best data science training, best data science training institute in hyderabad. Best data science training, best data science training institute in hyderabad.
Best data science training, best data science training institute in hyderabad.
 
Data science course in pune
Data science course in puneData science course in pune
Data science course in pune
 

Recently uploaded

Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the ClassroomPooky Knightsmith
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxDr. Sarita Anand
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...ZurliaSoop
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfPoh-Sun Goh
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxmarlenawright1
 
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxCOMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxannathomasp01
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024Elizabeth Walsh
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...Nguyen Thanh Tu Collection
 
How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxCeline George
 
Towards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptxTowards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptxJisc
 
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...pradhanghanshyam7136
 
Plant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxPlant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxUmeshTimilsina1
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...Nguyen Thanh Tu Collection
 
Graduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - EnglishGraduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - Englishneillewis46
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsMebane Rash
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentationcamerronhm
 
How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17Celine George
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and ModificationsMJDuyan
 

Recently uploaded (20)

Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
 
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxCOMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptx
 
Towards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptxTowards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptx
 
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
 
Plant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxPlant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptx
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
 
Graduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - EnglishGraduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - English
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentation
 
How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 

Machine learning course in Coimbatore

  • 1. © 2013 ExcelR Solutions. All Rights Reserved Data Mining - Supervised Decision Tree & Random Forest
  • 2. © 2013 ExcelR Solutions. All Rights Reserved Machine Learning is ubiquitous
  • 3. © 2013 ExcelR Solutions. All Rights Reserved What are Decision trees?
  • 4. © 2013 ExcelR Solutions. All Rights Reserved How to built decision trees?
  • 5. © 2013 ExcelR Solutions. All Rights Reserved Decision trees - Example
  • 6. © 2013 ExcelR Solutions. All Rights Reserved Algorithm for Decision Tree Induction
  • 7. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree Examples
  • 8. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 1, Root: Students
  • 9. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 1, Root: Students
  • 10. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 1, Root: Students
  • 11. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 1, Root: Students
  • 12. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 1, Root: Students
  • 13. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 1, Root: Students
  • 14. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 1, Root: Student
  • 15. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 2, Root: Income
  • 16. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 2, Root: Income
  • 17. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 2, Root: Income
  • 18. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 2, Root: Income
  • 19. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 2, Root: Income
  • 20. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 2, Root: Income
  • 21. © 2013 ExcelR Solutions. All Rights Reserved Decision Tree 2, Root: Income
  • 22. © 2013 ExcelR Solutions. All Rights Reserved Greedy Approach and Entropy
  • 23. © 2013 ExcelR Solutions. All Rights Reserved Entropy(Information Theory)
  • 24. © 2013 ExcelR Solutions. All Rights Reserved Entropy(Information Theory)
  • 25. © 2013 ExcelR Solutions. All Rights Reserved Information Gain: Attribute Selection Measure
  • 26. © 2013 ExcelR Solutions. All Rights Reserved