SlideShare uma empresa Scribd logo
1 de 32
www.edureka.co
www.edureka.co
www.edureka.co
www.edureka.co
www.edureka.co
www.edureka.co
Youwereinformedthat BrightYellowMangoesareSweeterthanPaleYellowMangoes
HowwillYouchoosethebestmangoes?
SWEETER
www.edureka.co
LookformorethanJustColours
Always
Sweet
Sweet only
Half of the Time
Afteralotofponderingandtastingdifferenttypesofmangoes,youconcludedthatthebiggerandbrightyellowmangoes
areguaranteedtobesweet,whilethesmaller,brightyellowmangoesaresweetonlyhalfthetime.
www.edureka.co
YourFavouriteVendorisOutofTown
Always Sweet Half of the Time
SWEETER
Youmadeanotherobservation,hereatthisnewvendor,that“Softmangoesarethejuiciest”
www.edureka.co
AlltheknowledgeaboutmangoesisWorthless
Ifyouwanttobuyoranges,youcan’tusetheknowledgeofMangoesandapplyittothem.
www.edureka.co
{
if (Colour == bright yellow) & (size == big) => Mango is sweet
If (Texture == soft) => mango is juicy
}
Whatifyouhavetowriteacodeforit?
• ModifyListManually
• UnderstandtheDifferent Factors
www.edureka.co
MACHINE LEARNING LEARN FROM
EXAMPLE & EXPERIENCE
www.edureka.co
Itusesthedatatodetectpatternsinadatasetandadjustprogramactionsaccordinglyandfocusesonthedevelopment
ofcomputerprogramsthatcanteachthemselvestogrowandchangewhenexposedtonewdata.Itenablescomputers
tofindhiddeninsightsusingiterativealgorithmswithoutbeingexplicitlyprogrammed
MACHINELEARNINGFEATURES
www.edureka.co
DETECTSPATTERNS GROW&CHANGE HIDDENINSIGHTS
www.edureka.co
MachineLearningplaysanimportantroleinourdaytodayLifeaswell.
AllthewayfromGooglemapstoVirtualPersonalVoiceAssistantsinyourphone.
APPLICATIONSOFML
www.edureka.co
GOOGLEMAPS PRODUCTSRECOMMENDATION SELFDRIVINGCARS
www.edureka.co
www.edureka.co
Step 1 Step 2 Step 3 Step 4 Step 5 Step 6
Collecting Data
Data Wrangling
Analyse Data
Train Algorithm
Test Algorithm
Deployment
MACHINELEARNINGSTEPS
www.edureka.co
www.edureka.co
SUPERVISED
LEARNING
www.edureka.co
Y = f(X)
INPUT
OUTPUT
SUPERVISED
LEARNING
EXAMPLES
www.edureka.co
UNSUPERVISED
LEARNING
www.edureka.co
UNSUPERVISED
LEARNING
EXAMPLES
www.edureka.co
UNSUPERVISED
LEARNING
EXAMPLES
www.edureka.co
REINFORCEMENT
LEARNING
www.edureka.co
REINFORCEMENT
LEARNING
EXAMPLE
www.edureka.co
Scenario - 1
REINFORCEMENT
LEARNING
EXAMPLE
www.edureka.co
Scenario - 1
REINFORCEMENT
LEARNING
EXAMPLE
www.edureka.co
Scenario - 2
REINFORCEMENT
LEARNING
EXAMPLE
www.edureka.co
www.edureka.co
YouTube Video Link in the Description
www.edureka.co

Mais conteúdo relacionado

Mais procurados

Machine Learning Course | Edureka
Machine Learning Course | EdurekaMachine Learning Course | Edureka
Machine Learning Course | Edureka
Edureka!
 
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
Simplilearn
 
Artificial Neural Network | Deep Neural Network Explained | Artificial Neural...
Artificial Neural Network | Deep Neural Network Explained | Artificial Neural...Artificial Neural Network | Deep Neural Network Explained | Artificial Neural...
Artificial Neural Network | Deep Neural Network Explained | Artificial Neural...
Simplilearn
 
Random forest
Random forestRandom forest
Random forest
Ujjawal
 
Machine Learning Tutorial Part - 2 | Machine Learning Tutorial For Beginners ...
Machine Learning Tutorial Part - 2 | Machine Learning Tutorial For Beginners ...Machine Learning Tutorial Part - 2 | Machine Learning Tutorial For Beginners ...
Machine Learning Tutorial Part - 2 | Machine Learning Tutorial For Beginners ...
Simplilearn
 

Mais procurados (20)

Naive Bayes Classifier in Python | Naive Bayes Algorithm | Machine Learning A...
Naive Bayes Classifier in Python | Naive Bayes Algorithm | Machine Learning A...Naive Bayes Classifier in Python | Naive Bayes Algorithm | Machine Learning A...
Naive Bayes Classifier in Python | Naive Bayes Algorithm | Machine Learning A...
 
Machine Learning Course | Edureka
Machine Learning Course | EdurekaMachine Learning Course | Edureka
Machine Learning Course | Edureka
 
Support Vector Machines for Classification
Support Vector Machines for ClassificationSupport Vector Machines for Classification
Support Vector Machines for Classification
 
Machine Learning in 10 Minutes | What is Machine Learning? | Edureka
Machine Learning in 10 Minutes | What is Machine Learning? | EdurekaMachine Learning in 10 Minutes | What is Machine Learning? | Edureka
Machine Learning in 10 Minutes | What is Machine Learning? | Edureka
 
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
 
Resampling methods
Resampling methodsResampling methods
Resampling methods
 
Data Science: Applying Random Forest
Data Science: Applying Random ForestData Science: Applying Random Forest
Data Science: Applying Random Forest
 
Data Science Applications | Data Science For Beginners | Data Science Trainin...
Data Science Applications | Data Science For Beginners | Data Science Trainin...Data Science Applications | Data Science For Beginners | Data Science Trainin...
Data Science Applications | Data Science For Beginners | Data Science Trainin...
 
Introduction to machine learning
Introduction to machine learningIntroduction to machine learning
Introduction to machine learning
 
Ensemble methods in machine learning
Ensemble methods in machine learningEnsemble methods in machine learning
Ensemble methods in machine learning
 
Artificial Neural Network | Deep Neural Network Explained | Artificial Neural...
Artificial Neural Network | Deep Neural Network Explained | Artificial Neural...Artificial Neural Network | Deep Neural Network Explained | Artificial Neural...
Artificial Neural Network | Deep Neural Network Explained | Artificial Neural...
 
Random forest
Random forestRandom forest
Random forest
 
Machine Learning Overview.pptx
Machine Learning Overview.pptxMachine Learning Overview.pptx
Machine Learning Overview.pptx
 
Machine learning
Machine learning Machine learning
Machine learning
 
Introduction To Machine Learning | Edureka
Introduction To Machine Learning | EdurekaIntroduction To Machine Learning | Edureka
Introduction To Machine Learning | Edureka
 
Machine Learning Tutorial Part - 2 | Machine Learning Tutorial For Beginners ...
Machine Learning Tutorial Part - 2 | Machine Learning Tutorial For Beginners ...Machine Learning Tutorial Part - 2 | Machine Learning Tutorial For Beginners ...
Machine Learning Tutorial Part - 2 | Machine Learning Tutorial For Beginners ...
 
Machine learning and types
Machine learning and typesMachine learning and types
Machine learning and types
 
Machine learning ppt
Machine learning ppt Machine learning ppt
Machine learning ppt
 
Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...
Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...
Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...
 
Supervised and Unsupervised Machine Learning
Supervised and Unsupervised Machine LearningSupervised and Unsupervised Machine Learning
Supervised and Unsupervised Machine Learning
 

Mais de Edureka!

Mais de Edureka! (20)

What to learn during the 21 days Lockdown | Edureka
What to learn during the 21 days Lockdown | EdurekaWhat to learn during the 21 days Lockdown | Edureka
What to learn during the 21 days Lockdown | Edureka
 
Top 10 Dying Programming Languages in 2020 | Edureka
Top 10 Dying Programming Languages in 2020 | EdurekaTop 10 Dying Programming Languages in 2020 | Edureka
Top 10 Dying Programming Languages in 2020 | Edureka
 
Top 5 Trending Business Intelligence Tools | Edureka
Top 5 Trending Business Intelligence Tools | EdurekaTop 5 Trending Business Intelligence Tools | Edureka
Top 5 Trending Business Intelligence Tools | Edureka
 
Tableau Tutorial for Data Science | Edureka
Tableau Tutorial for Data Science | EdurekaTableau Tutorial for Data Science | Edureka
Tableau Tutorial for Data Science | Edureka
 
Python Programming Tutorial | Edureka
Python Programming Tutorial | EdurekaPython Programming Tutorial | Edureka
Python Programming Tutorial | Edureka
 
Top 5 PMP Certifications | Edureka
Top 5 PMP Certifications | EdurekaTop 5 PMP Certifications | Edureka
Top 5 PMP Certifications | Edureka
 
Top Maven Interview Questions in 2020 | Edureka
Top Maven Interview Questions in 2020 | EdurekaTop Maven Interview Questions in 2020 | Edureka
Top Maven Interview Questions in 2020 | Edureka
 
Linux Mint Tutorial | Edureka
Linux Mint Tutorial | EdurekaLinux Mint Tutorial | Edureka
Linux Mint Tutorial | Edureka
 
How to Deploy Java Web App in AWS| Edureka
How to Deploy Java Web App in AWS| EdurekaHow to Deploy Java Web App in AWS| Edureka
How to Deploy Java Web App in AWS| Edureka
 
Importance of Digital Marketing | Edureka
Importance of Digital Marketing | EdurekaImportance of Digital Marketing | Edureka
Importance of Digital Marketing | Edureka
 
RPA in 2020 | Edureka
RPA in 2020 | EdurekaRPA in 2020 | Edureka
RPA in 2020 | Edureka
 
Email Notifications in Jenkins | Edureka
Email Notifications in Jenkins | EdurekaEmail Notifications in Jenkins | Edureka
Email Notifications in Jenkins | Edureka
 
EA Algorithm in Machine Learning | Edureka
EA Algorithm in Machine Learning | EdurekaEA Algorithm in Machine Learning | Edureka
EA Algorithm in Machine Learning | Edureka
 
Cognitive AI Tutorial | Edureka
Cognitive AI Tutorial | EdurekaCognitive AI Tutorial | Edureka
Cognitive AI Tutorial | Edureka
 
AWS Cloud Practitioner Tutorial | Edureka
AWS Cloud Practitioner Tutorial | EdurekaAWS Cloud Practitioner Tutorial | Edureka
AWS Cloud Practitioner Tutorial | Edureka
 
Blue Prism Top Interview Questions | Edureka
Blue Prism Top Interview Questions | EdurekaBlue Prism Top Interview Questions | Edureka
Blue Prism Top Interview Questions | Edureka
 
Big Data on AWS Tutorial | Edureka
Big Data on AWS Tutorial | Edureka Big Data on AWS Tutorial | Edureka
Big Data on AWS Tutorial | Edureka
 
A star algorithm | A* Algorithm in Artificial Intelligence | Edureka
A star algorithm | A* Algorithm in Artificial Intelligence | EdurekaA star algorithm | A* Algorithm in Artificial Intelligence | Edureka
A star algorithm | A* Algorithm in Artificial Intelligence | Edureka
 
Kubernetes Installation on Ubuntu | Edureka
Kubernetes Installation on Ubuntu | EdurekaKubernetes Installation on Ubuntu | Edureka
Kubernetes Installation on Ubuntu | Edureka
 
Introduction to DevOps | Edureka
Introduction to DevOps | EdurekaIntroduction to DevOps | Edureka
Introduction to DevOps | Edureka
 

Último

Último (20)

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
 
Manulife - Insurer Transformation Award 2024
Manulife - Insurer Transformation Award 2024Manulife - Insurer Transformation Award 2024
Manulife - Insurer Transformation Award 2024
 
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
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...
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
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?
 
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu SubbuApidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
 
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
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 

What Is Machine Learning? | Machine Learning Basics | Edureka