SlideShare une entreprise Scribd logo
1  sur  66
Build your Future in
Artificial Intelligence
and Machine Learning
Mr. R. Rajkumar
Assistant Professor
Department of Computer Science and Engineering
SRM Institute of Science and Technology
ISLAMIAH WOMEN’S ARTS AND SCIENCE COLLEGE, VANIYAMBADI
Faculty Development Program on
Date: 23.06.2020
Artificial
Intelligence
Artificial Intelligence
Most Intelligence Creatures
Intelligent
Independent
Artificial
Intelligence
Artificial
Intelligence
India is among the top five countries globally when
it comes to the number of AI-driven startups
Many factors are likely to play a large role in
shaping the AI scene in 2025
Most products will be using AI by 2025 and many
AI-first companies will emerge across sectors
Artificial
Intelligence Every data is useful
Faculty / Research Scholar Point of View
Artificial
Intelligence Apply Design thinking to the data
Faculty / Research Scholar Point of View
Artificial
Intelligence Create the projects for local problems
Faculty / Research Scholar Point of View
Artificial
Intelligence Need to convert the projects to AI Enable
Faculty / Research Scholar Point of View
Artificial
Intelligence Need to convert the projects to product
Faculty / Research Scholar Point of View
Artificial
Intelligence Create/Convert users for your product
Faculty / Research Scholar Point of View
Get Set Ready
Wait
Get Set Ready
Go
Artificial
Intelligence
Speech Recognition
Statistical Learning
Artificial
Intelligence
Artificial
Intelligence
Artificial
Intelligence
Artificial
Intelligence
Artificial
Intelligence
Artificial
Intelligence
Vaniyambadi
वानियमबाडी
வாணியம்பாடி
Symbolic Learning
Artificial
Intelligence
Vaniyambadi
वानियमबाडी
வாணியம்பாடி
Symbolic Learning
Artificial
Intelligence
Symbolic Learning
Artificial
Intelligence
Computer Vision
Artificial
Intelligence
Artificial Intelligence
Computer Vision
Artificial Intelligence
Computer Vision
Artificial Intelligence
Computer Vision
Artificial Intelligence
Computer Vision
Artificial Intelligence
Computer Vision
Artificial Intelligence
Computer Vision
Artificial Intelligence
Computer Vision
Artificial Intelligence
Computer Vision
Artificial Intelligence
Computer Vision
Artificial Intelligence
Computer Vision
Artificial Intelligence
Computer Vision
Artificial Intelligence
Robotics
Artificial Intelligence
Robotics
Artificial Intelligence
Robotics
Artificial Intelligence
Robotics
Artificial Intelligence
Artificial Intelligence
Artificial Intelligence
Neural Networks
Artificial Intelligence
Neural Networks
Artificial Intelligence
Neural Networks
Artificial Intelligence
Convolution
Neural Networks
Artificial Intelligence
Recurrent
Neural Networks
Artificial Intelligence
Machine Learning
Case Study - 1
Online Shopping
Product Review
Product name: Cookies
“Tasting
too good”
Rated
4 Stars
“Not Bad”
Rated
2 Stars
Product name: Cookies
Positive Review : Class 1
Negative Review: Class 2
Binary Classification
1. n Number of Reviews with Class Labels
2. +ve reviews with stars
3. -ve reviews with stars
4. Model has been trained
5. x>= 3 : +ve ; x<=2 : -ve;
Product name: Cookies
Positive Review : Class 1
Negative Review: Class 2
Binary Classification
1. n Number of Reviews with Class Labels
2. +ve reviews with stars
3. -ve reviews with stars
4. Model has been trained
5. x>= 3 : +ve ; x<=2 : -ve;
Product name: Cookies
Bitter taste (0) : Class 1
Sweet taste (1) : Class 2
Salty taste (2) : Class 3
No taste (3) : Class 4
Multi – Class Classification
1. n Number of Reviews with Class Labels
2. reviews with stars
3. Model has been trained
4. n+1 Classes [ (n+1)> 2 ]
Product name: Cookies
Bitter taste (0) : Class 1
Sweet taste (1) : Class 2
Salty taste (2) : Class 3
No taste (3) : Class 4
Multi – Class Classification
1. n Number of Reviews with Class Labels
2. reviews with stars
3. Model has been trained
4. n+1 Classes [ (n+1)> 2 ]
English :
Multi Means more than 1
Machine Learning:
Multi means more than 2
Multi label Classification
Case Study - 2
Regression analysis
Regression analysis
Clustering using Machine Learning
Product name: Cookies
Artificial Intelligence
Most Intelligence Creatures
Q & A
Contact
R. Rajkumar
Faculty of CSE
SRM IST – Chennai
+91 9894808403
rajkumar03r@gmail.com

Contenu connexe

Tendances

Machine Learning Course | Edureka
Machine Learning Course | EdurekaMachine Learning Course | Edureka
Machine Learning Course | Edureka
Edureka!
 
An introduction to Machine Learning
An introduction to Machine LearningAn introduction to Machine Learning
An introduction to Machine Learning
butest
 
Feature selection concepts and methods
Feature selection concepts and methodsFeature selection concepts and methods
Feature selection concepts and methods
Reza Ramezani
 

Tendances (20)

Data Science With Python
Data Science With PythonData Science With Python
Data Science With Python
 
PPT on Data Science Using Python
PPT on Data Science Using PythonPPT on Data Science Using Python
PPT on Data Science Using Python
 
Machine Learning Course | Edureka
Machine Learning Course | EdurekaMachine Learning Course | Edureka
Machine Learning Course | Edureka
 
An introduction to Machine Learning
An introduction to Machine LearningAn introduction to Machine Learning
An introduction to Machine Learning
 
Deep Learning - Convolutional Neural Networks
Deep Learning - Convolutional Neural NetworksDeep Learning - Convolutional Neural Networks
Deep Learning - Convolutional Neural Networks
 
Machine learning_ Replicating Human Brain
Machine learning_ Replicating Human BrainMachine learning_ Replicating Human Brain
Machine learning_ Replicating Human Brain
 
Feature selection concepts and methods
Feature selection concepts and methodsFeature selection concepts and methods
Feature selection concepts and methods
 
Deep learning
Deep learningDeep learning
Deep learning
 
Wrapper feature selection method
Wrapper feature selection methodWrapper feature selection method
Wrapper feature selection method
 
Introduction to Graph Neural Networks: Basics and Applications - Katsuhiko Is...
Introduction to Graph Neural Networks: Basics and Applications - Katsuhiko Is...Introduction to Graph Neural Networks: Basics and Applications - Katsuhiko Is...
Introduction to Graph Neural Networks: Basics and Applications - Katsuhiko Is...
 
K - Nearest neighbor ( KNN )
K - Nearest neighbor  ( KNN )K - Nearest neighbor  ( KNN )
K - Nearest neighbor ( KNN )
 
Machine Learning Deep Learning AI and Data Science
Machine Learning Deep Learning AI and Data Science Machine Learning Deep Learning AI and Data Science
Machine Learning Deep Learning AI and Data Science
 
Image classification using convolutional neural network
Image classification using convolutional neural networkImage classification using convolutional neural network
Image classification using convolutional neural network
 
Python for Data Science
Python for Data SciencePython for Data Science
Python for Data Science
 
Introduction to Python for Data Science
Introduction to Python for Data ScienceIntroduction to Python for Data Science
Introduction to Python for Data Science
 
An Introduction to Deep Learning
An Introduction to Deep LearningAn Introduction to Deep Learning
An Introduction to Deep Learning
 
Deep neural networks
Deep neural networksDeep neural networks
Deep neural networks
 
Keras vs Tensorflow vs PyTorch | Deep Learning Frameworks Comparison | Edureka
Keras vs Tensorflow vs PyTorch | Deep Learning Frameworks Comparison | EdurekaKeras vs Tensorflow vs PyTorch | Deep Learning Frameworks Comparison | Edureka
Keras vs Tensorflow vs PyTorch | Deep Learning Frameworks Comparison | Edureka
 
PyTorch Python Tutorial | Deep Learning Using PyTorch | Image Classifier Usin...
PyTorch Python Tutorial | Deep Learning Using PyTorch | Image Classifier Usin...PyTorch Python Tutorial | Deep Learning Using PyTorch | Image Classifier Usin...
PyTorch Python Tutorial | Deep Learning Using PyTorch | Image Classifier Usin...
 
Introduction to Machine Learning
Introduction to Machine Learning   Introduction to Machine Learning
Introduction to Machine Learning
 

Similaire à FDP on AI and ML by R. Rajkumar

Similaire à FDP on AI and ML by R. Rajkumar (20)

Prateek_CV1
Prateek_CV1Prateek_CV1
Prateek_CV1
 
Making Strategic Decisions by fmr Capital One Dir. Digital PM
Making Strategic Decisions by fmr Capital One Dir. Digital PMMaking Strategic Decisions by fmr Capital One Dir. Digital PM
Making Strategic Decisions by fmr Capital One Dir. Digital PM
 
Mobile Strategy 101
Mobile Strategy 101Mobile Strategy 101
Mobile Strategy 101
 
How to Focus on Shipping Value as a PM by fmr Mastercard PM
How to Focus on Shipping Value as a PM by fmr Mastercard PMHow to Focus on Shipping Value as a PM by fmr Mastercard PM
How to Focus on Shipping Value as a PM by fmr Mastercard PM
 
Defeating Babel: 4 Strategies for Better Design Communication in Agile
Defeating Babel: 4 Strategies for Better Design Communication in AgileDefeating Babel: 4 Strategies for Better Design Communication in Agile
Defeating Babel: 4 Strategies for Better Design Communication in Agile
 
Building AI Product using AI Product Thinking
Building AI Product using AI Product Thinking Building AI Product using AI Product Thinking
Building AI Product using AI Product Thinking
 
Ajinomatrix_September 2023.pdf
Ajinomatrix_September 2023.pdfAjinomatrix_September 2023.pdf
Ajinomatrix_September 2023.pdf
 
Tcea 2014 video game design software
Tcea 2014   video game design softwareTcea 2014   video game design software
Tcea 2014 video game design software
 
Learning and Innovating in Every Moment by Salesforce VP of Product
Learning and Innovating in Every Moment by Salesforce VP of ProductLearning and Innovating in Every Moment by Salesforce VP of Product
Learning and Innovating in Every Moment by Salesforce VP of Product
 
Google DSC Morocco - INFO SESSION 2021-2022
Google DSC Morocco  - INFO SESSION 2021-2022Google DSC Morocco  - INFO SESSION 2021-2022
Google DSC Morocco - INFO SESSION 2021-2022
 
Google Solution Challenge 2023
Google Solution Challenge 2023Google Solution Challenge 2023
Google Solution Challenge 2023
 
Overcoming the Impostor Syndrome by fmr Mastercard PM
Overcoming the Impostor Syndrome by fmr Mastercard PMOvercoming the Impostor Syndrome by fmr Mastercard PM
Overcoming the Impostor Syndrome by fmr Mastercard PM
 
Data That Sparks Joy by Heap Analytics Sr Product Manager
Data That Sparks Joy by Heap Analytics Sr Product ManagerData That Sparks Joy by Heap Analytics Sr Product Manager
Data That Sparks Joy by Heap Analytics Sr Product Manager
 
PM Interview Prep: The Product Design Question by Microsoft PM
PM Interview Prep: The Product Design Question by Microsoft PMPM Interview Prep: The Product Design Question by Microsoft PM
PM Interview Prep: The Product Design Question by Microsoft PM
 
How Teach for America Uses Online Surveys
How Teach for America Uses Online SurveysHow Teach for America Uses Online Surveys
How Teach for America Uses Online Surveys
 
Run adwords campaign(part 2)
Run adwords campaign(part 2)Run adwords campaign(part 2)
Run adwords campaign(part 2)
 
"Stop making excuses a culture first approach to product centricity" by Jorda...
"Stop making excuses a culture first approach to product centricity" by Jorda..."Stop making excuses a culture first approach to product centricity" by Jorda...
"Stop making excuses a culture first approach to product centricity" by Jorda...
 
Bryan_Cassady - AI Powered Innovation.pdf
Bryan_Cassady - AI Powered Innovation.pdfBryan_Cassady - AI Powered Innovation.pdf
Bryan_Cassady - AI Powered Innovation.pdf
 
vidyullathasree_pera_resume
vidyullathasree_pera_resumevidyullathasree_pera_resume
vidyullathasree_pera_resume
 
Seasoning Your UX Skills with Analytics
Seasoning Your UX Skills with AnalyticsSeasoning Your UX Skills with Analytics
Seasoning Your UX Skills with Analytics
 

Plus de Rajkumar R

Dr. R. Rajkumar Environment .pptx
Dr. R. Rajkumar Environment .pptxDr. R. Rajkumar Environment .pptx
Dr. R. Rajkumar Environment .pptx
Rajkumar R
 
Health is wealth - Swetha presentation
Health is wealth - Swetha presentationHealth is wealth - Swetha presentation
Health is wealth - Swetha presentation
Rajkumar R
 

Plus de Rajkumar R (13)

Dr. R. Rajkumar Environment .pptx
Dr. R. Rajkumar Environment .pptxDr. R. Rajkumar Environment .pptx
Dr. R. Rajkumar Environment .pptx
 
Health is wealth - Swetha presentation
Health is wealth - Swetha presentationHealth is wealth - Swetha presentation
Health is wealth - Swetha presentation
 
Cloud computing on medical R. Rajkumar
Cloud computing on medical   R. RajkumarCloud computing on medical   R. Rajkumar
Cloud computing on medical R. Rajkumar
 
How to from good design to great design
How to from good design to great design How to from good design to great design
How to from good design to great design
 
Business opportunities in ed tech
Business opportunities in ed techBusiness opportunities in ed tech
Business opportunities in ed tech
 
Machine learning in human computer interface
Machine learning in human computer interfaceMachine learning in human computer interface
Machine learning in human computer interface
 
Tamil Teaching methods for Higher Education
Tamil Teaching methods for Higher Education Tamil Teaching methods for Higher Education
Tamil Teaching methods for Higher Education
 
Virtual reality for all
Virtual reality for allVirtual reality for all
Virtual reality for all
 
AI and covid19 | Mr. R. Rajkumar, Assistant Professor, Department of CSE
AI and covid19 | Mr. R. Rajkumar, Assistant Professor, Department of CSEAI and covid19 | Mr. R. Rajkumar, Assistant Professor, Department of CSE
AI and covid19 | Mr. R. Rajkumar, Assistant Professor, Department of CSE
 
Webinar on oppurtunities on industry 4.0
Webinar on oppurtunities on industry 4.0Webinar on oppurtunities on industry 4.0
Webinar on oppurtunities on industry 4.0
 
Principal source of optimization in compiler design
Principal source of optimization in compiler designPrincipal source of optimization in compiler design
Principal source of optimization in compiler design
 
Finger print presentation by R Rajkumar
Finger print presentation by R Rajkumar Finger print presentation by R Rajkumar
Finger print presentation by R Rajkumar
 
Webinar on AI in IoT applications KCG Connect Alumni Digital Series by Rajkumar
Webinar on AI in IoT applications KCG Connect Alumni Digital Series by RajkumarWebinar on AI in IoT applications KCG Connect Alumni Digital Series by Rajkumar
Webinar on AI in IoT applications KCG Connect Alumni Digital Series by Rajkumar
 

Dernier

DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakes
MayuraD1
 
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak HamilCara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Kandungan 087776558899
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power Play
Epec Engineered Technologies
 
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
AldoGarca30
 

Dernier (20)

NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
 
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptx
 
Hostel management system project report..pdf
Hostel management system project report..pdfHostel management system project report..pdf
Hostel management system project report..pdf
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakes
 
Block diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.pptBlock diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.ppt
 
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced LoadsFEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
 
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak HamilCara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPT
 
A Study of Urban Area Plan for Pabna Municipality
A Study of Urban Area Plan for Pabna MunicipalityA Study of Urban Area Plan for Pabna Municipality
A Study of Urban Area Plan for Pabna Municipality
 
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
 
kiln thermal load.pptx kiln tgermal load
kiln thermal load.pptx kiln tgermal loadkiln thermal load.pptx kiln tgermal load
kiln thermal load.pptx kiln tgermal load
 
Wadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptxWadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptx
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power Play
 
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
 
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxS1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.ppt
 
Unleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapUnleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leap
 
Moment Distribution Method For Btech Civil
Moment Distribution Method For Btech CivilMoment Distribution Method For Btech Civil
Moment Distribution Method For Btech Civil
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torque
 

FDP on AI and ML by R. Rajkumar