SlideShare ist ein Scribd-Unternehmen logo

Orchestrating the Intelligent Web with Apache Mahout

•Als PPT, PDF herunterladen•
•
A
aneeshabakharia

Presentation on Apache Mahout at Linux Conference Australia 2011

TechnologieBildung
1 von 40
Orchestrating the Intelligent Web with Apache Mahout Presented by Aneesha Bakharia Twitter: aneesha Email: aneesha.bakharia@gmail.com
What is Apache Mahout? ,[object Object],[object Object],[object Object],[object Object]
What’s in a Name? ,[object Object]
What is Apache Mahout? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
A New Breed of Developer ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object]
[object Object]
Where people swear in the United States? http://flowingdata.com/2011/01/25/where-people-swear-in-the-united-states/
Algorithms is Apache Mahout ,[object Object],[object Object],[object Object],[object Object]
Algorithms is Apache Mahout ,[object Object],[object Object]
Requirements ,[object Object],[object Object],[object Object]
Running Mahout ,[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],[object Object],[object Object]
Running Mahout ,[object Object]
Running Mahout ,[object Object],[object Object],[object Object]
Clustering ,[object Object],[object Object],[object Object]
Clustering ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Vectors ,[object Object]
Range of Vectorization Tools ,[object Object],[object Object],[object Object],[object Object]
kmeans Example ,[object Object],[object Object],[object Object],[object Object],[object Object]
Easy enough, but ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Recommender Engines ,[object Object],[object Object],[object Object]
Recomendation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Frequent Pattern Mining ,[object Object],[object Object],[object Object]
Classification ,[object Object],[object Object],[object Object],[object Object]
Classification ,[object Object],[object Object],[object Object]
Latent Dirichlet Allocation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Latent Dirichlet Allocation ,[object Object],[object Object],[object Object],[object Object],Term-Document Matrix Specify No Themes (k) Topic to Word Mapping X Tweet to Topic Mapping Word 1 Word 2 Word n Doc 1 1 0 2 Doc 2 0 1 0 Doc 3 0 1 1 Word 1 Word 2 Word n Topic 1 0.5 0 1 Topic 2 0 0.5 0 Topic 1 Topic 2 Doc 1 1 0 Doc 2 0 1 Doc 3 0 1
Latent Dirichlet Allocation ,[object Object],[object Object]
Suggesting Twitter Lists ,[object Object],[object Object],[object Object]
Suggesting Twitter Lists ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Suggesting Twitter Lists ,[object Object],[object Object],[object Object],[object Object],[object Object]
Gently Getting into Machine Learning and Data Mining ,[object Object],[object Object]
Summary ,[object Object],[object Object],[object Object]
Fascinating Algorithms ,[object Object],[object Object]
Fascinating Algorithms ,[object Object]
Fascinating Algorithms ,[object Object]
Disturbing Algorithms ,[object Object]
Disturbing Algorithms ,[object Object]
Disturbing Algorithms ,[object Object],Image from Shrek Copyright Dreamworks
Discussion/Questions ,[object Object]

Empfohlen

Mahout part2
Mahout part2Mahout part2
Mahout part2Yasmine Gaber
 
Hands on Mahout!
Hands on Mahout!Hands on Mahout!
Hands on Mahout!OSCON Byrum
 
SDEC2011 Mahout - the what, the how and the why
SDEC2011 Mahout - the what, the how and the whySDEC2011 Mahout - the what, the how and the why
SDEC2011 Mahout - the what, the how and the whyKorea Sdec
 
Machine Learning with Apache Mahout
Machine Learning with Apache MahoutMachine Learning with Apache Mahout
Machine Learning with Apache MahoutDaniel Glauser
 
Mahout classification presentation
Mahout classification presentationMahout classification presentation
Mahout classification presentationNaoki Nakatani
 
Big Data Analytics using Mahout
Big Data Analytics using MahoutBig Data Analytics using Mahout
Big Data Analytics using MahoutIMC Institute
 
Machine Learning and Apache Mahout : An Introduction
Machine Learning and Apache Mahout : An IntroductionMachine Learning and Apache Mahout : An Introduction
Machine Learning and Apache Mahout : An IntroductionVarad Meru
 
Intro to Apache Mahout
Intro to Apache MahoutIntro to Apache Mahout
Intro to Apache MahoutGrant Ingersoll
 

Empfohlen

Mahout part2
Mahout part2Mahout part2
Mahout part2Yasmine Gaber
 
Hands on Mahout!
Hands on Mahout!Hands on Mahout!
Hands on Mahout!OSCON Byrum
 
SDEC2011 Mahout - the what, the how and the why
SDEC2011 Mahout - the what, the how and the whySDEC2011 Mahout - the what, the how and the why
SDEC2011 Mahout - the what, the how and the whyKorea Sdec
 
Machine Learning with Apache Mahout
Machine Learning with Apache MahoutMachine Learning with Apache Mahout
Machine Learning with Apache MahoutDaniel Glauser
 
Mahout classification presentation
Mahout classification presentationMahout classification presentation
Mahout classification presentationNaoki Nakatani
 
Big Data Analytics using Mahout
Big Data Analytics using MahoutBig Data Analytics using Mahout
Big Data Analytics using MahoutIMC Institute
 
Machine Learning and Apache Mahout : An Introduction
Machine Learning and Apache Mahout : An IntroductionMachine Learning and Apache Mahout : An Introduction
Machine Learning and Apache Mahout : An IntroductionVarad Meru
 
Intro to Apache Mahout
Intro to Apache MahoutIntro to Apache Mahout
Intro to Apache MahoutGrant Ingersoll
 
Apache Mahout Architecture Overview
Apache Mahout Architecture OverviewApache Mahout Architecture Overview
Apache Mahout Architecture OverviewStefano Dalla Palma
 
Intro to Mahout -- DC Hadoop
Intro to Mahout -- DC HadoopIntro to Mahout -- DC Hadoop
Intro to Mahout -- DC HadoopGrant Ingersoll
 
Scalable Collaborative Filtering Recommendation Algorithms on Apache Spark
Scalable Collaborative Filtering Recommendation Algorithms on Apache SparkScalable Collaborative Filtering Recommendation Algorithms on Apache Spark
Scalable Collaborative Filtering Recommendation Algorithms on Apache SparkEvan Casey
 
Mahout Tutorial and Hands-on (version 2015)
Mahout Tutorial and Hands-on (version 2015)Mahout Tutorial and Hands-on (version 2015)
Mahout Tutorial and Hands-on (version 2015)Cataldo Musto
 
Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...
Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...
Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...Jimmy Lai
 
An Introduction to Apache Hadoop, Mahout and HBase
An Introduction to Apache Hadoop, Mahout and HBaseAn Introduction to Apache Hadoop, Mahout and HBase
An Introduction to Apache Hadoop, Mahout and HBaseLukas Vlcek
 
Introduction to Collaborative Filtering with Apache Mahout
Introduction to Collaborative Filtering with Apache MahoutIntroduction to Collaborative Filtering with Apache Mahout
Introduction to Collaborative Filtering with Apache Mahoutsscdotopen
 
Whats Right and Wrong with Apache Mahout
Whats Right and Wrong with Apache MahoutWhats Right and Wrong with Apache Mahout
Whats Right and Wrong with Apache MahoutTed Dunning
 
Text classification in scikit-learn
Text classification in scikit-learnText classification in scikit-learn
Text classification in scikit-learnJimmy Lai
 
Introduction to Mahout
Introduction to MahoutIntroduction to Mahout
Introduction to MahoutTed Dunning
 
Apache mahout
Apache mahoutApache mahout
Apache mahoutPuneet Gupta
 
Tutorial Mahout - Recommendation
Tutorial Mahout - RecommendationTutorial Mahout - Recommendation
Tutorial Mahout - RecommendationCataldo Musto
 
Apache Mahout Tutorial - Recommendation - 2013/2014
Apache Mahout Tutorial - Recommendation - 2013/2014 Apache Mahout Tutorial - Recommendation - 2013/2014
Apache Mahout Tutorial - Recommendation - 2013/2014 Cataldo Musto
 
Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...
Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...
Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...Lucidworks
 
Apache Mahout
Apache MahoutApache Mahout
Apache MahoutAjit Koti
 
Machine Learning with Hadoop
Machine Learning with HadoopMachine Learning with Hadoop
Machine Learning with HadoopSangchul Song
 
OSCON: Apache Mahout - Mammoth Scale Machine Learning
OSCON: Apache Mahout - Mammoth Scale Machine LearningOSCON: Apache Mahout - Mammoth Scale Machine Learning
OSCON: Apache Mahout - Mammoth Scale Machine LearningRobin Anil
 
mahout introduction
mahout introductionmahout introduction
mahout introductionchanggeng Zhang
 
Apache Mahout 於電子商務的應用
Apache Mahout 於電子商務的應用Apache Mahout 於電子商務的應用
Apache Mahout 於電子商務的應用James Chen
 
Logistic Regression using Mahout
Logistic Regression using MahoutLogistic Regression using Mahout
Logistic Regression using Mahouttanuvir
 
Building and deploying LLM applications with Apache Airflow
Building and deploying LLM applications with Apache AirflowBuilding and deploying LLM applications with Apache Airflow
Building and deploying LLM applications with Apache AirflowKaxil Naik
 
Unified Big Data Processing with Apache Spark
Unified Big Data Processing with Apache SparkUnified Big Data Processing with Apache Spark
Unified Big Data Processing with Apache SparkC4Media
 

Weitere ähnliche Inhalte

Was ist angesagt?

Apache Mahout Architecture Overview
Apache Mahout Architecture OverviewApache Mahout Architecture Overview
Apache Mahout Architecture OverviewStefano Dalla Palma
 
Intro to Mahout -- DC Hadoop
Intro to Mahout -- DC HadoopIntro to Mahout -- DC Hadoop
Intro to Mahout -- DC HadoopGrant Ingersoll
 
Scalable Collaborative Filtering Recommendation Algorithms on Apache Spark
Scalable Collaborative Filtering Recommendation Algorithms on Apache SparkScalable Collaborative Filtering Recommendation Algorithms on Apache Spark
Scalable Collaborative Filtering Recommendation Algorithms on Apache SparkEvan Casey
 
Mahout Tutorial and Hands-on (version 2015)
Mahout Tutorial and Hands-on (version 2015)Mahout Tutorial and Hands-on (version 2015)
Mahout Tutorial and Hands-on (version 2015)Cataldo Musto
 
Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...
Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...
Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...Jimmy Lai
 
An Introduction to Apache Hadoop, Mahout and HBase
An Introduction to Apache Hadoop, Mahout and HBaseAn Introduction to Apache Hadoop, Mahout and HBase
An Introduction to Apache Hadoop, Mahout and HBaseLukas Vlcek
 
Introduction to Collaborative Filtering with Apache Mahout
Introduction to Collaborative Filtering with Apache MahoutIntroduction to Collaborative Filtering with Apache Mahout
Introduction to Collaborative Filtering with Apache Mahoutsscdotopen
 
Whats Right and Wrong with Apache Mahout
Whats Right and Wrong with Apache MahoutWhats Right and Wrong with Apache Mahout
Whats Right and Wrong with Apache MahoutTed Dunning
 
Text classification in scikit-learn
Text classification in scikit-learnText classification in scikit-learn
Text classification in scikit-learnJimmy Lai
 
Introduction to Mahout
Introduction to MahoutIntroduction to Mahout
Introduction to MahoutTed Dunning
 
Tutorial Mahout - Recommendation
Tutorial Mahout - RecommendationTutorial Mahout - Recommendation
Tutorial Mahout - RecommendationCataldo Musto
 
Apache Mahout Tutorial - Recommendation - 2013/2014
Apache Mahout Tutorial - Recommendation - 2013/2014 Apache Mahout Tutorial - Recommendation - 2013/2014
Apache Mahout Tutorial - Recommendation - 2013/2014 Cataldo Musto
 
Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...
Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...
Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...Lucidworks
 
Apache Mahout
Apache MahoutApache Mahout
Apache MahoutAjit Koti
 
Machine Learning with Hadoop
Machine Learning with HadoopMachine Learning with Hadoop
Machine Learning with HadoopSangchul Song
 
OSCON: Apache Mahout - Mammoth Scale Machine Learning
OSCON: Apache Mahout - Mammoth Scale Machine LearningOSCON: Apache Mahout - Mammoth Scale Machine Learning
OSCON: Apache Mahout - Mammoth Scale Machine LearningRobin Anil
 
Apache Mahout 於電子商務的應用
Apache Mahout 於電子商務的應用Apache Mahout 於電子商務的應用
Apache Mahout 於電子商務的應用James Chen
 
Logistic Regression using Mahout
Logistic Regression using MahoutLogistic Regression using Mahout
Logistic Regression using Mahouttanuvir
 

Was ist angesagt? (20)

Apache Mahout Architecture Overview
Apache Mahout Architecture OverviewApache Mahout Architecture Overview
Apache Mahout Architecture Overview
 
Intro to Mahout -- DC Hadoop
Intro to Mahout -- DC HadoopIntro to Mahout -- DC Hadoop
Intro to Mahout -- DC Hadoop
 
Scalable Collaborative Filtering Recommendation Algorithms on Apache Spark
Scalable Collaborative Filtering Recommendation Algorithms on Apache SparkScalable Collaborative Filtering Recommendation Algorithms on Apache Spark
Scalable Collaborative Filtering Recommendation Algorithms on Apache Spark
 
Mahout Tutorial and Hands-on (version 2015)
Mahout Tutorial and Hands-on (version 2015)Mahout Tutorial and Hands-on (version 2015)
Mahout Tutorial and Hands-on (version 2015)
 
Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...
Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...
Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...
 
An Introduction to Apache Hadoop, Mahout and HBase
An Introduction to Apache Hadoop, Mahout and HBaseAn Introduction to Apache Hadoop, Mahout and HBase
An Introduction to Apache Hadoop, Mahout and HBase
 
Introduction to Collaborative Filtering with Apache Mahout
Introduction to Collaborative Filtering with Apache MahoutIntroduction to Collaborative Filtering with Apache Mahout
Introduction to Collaborative Filtering with Apache Mahout
 
Whats Right and Wrong with Apache Mahout
Whats Right and Wrong with Apache MahoutWhats Right and Wrong with Apache Mahout
Whats Right and Wrong with Apache Mahout
 
Text classification in scikit-learn
Text classification in scikit-learnText classification in scikit-learn
Text classification in scikit-learn
 
Introduction to Mahout
Introduction to MahoutIntroduction to Mahout
Introduction to Mahout
 
Apache mahout
Apache mahoutApache mahout
Apache mahout
 
Tutorial Mahout - Recommendation
Tutorial Mahout - RecommendationTutorial Mahout - Recommendation
Tutorial Mahout - Recommendation
 
Apache Mahout Tutorial - Recommendation - 2013/2014
Apache Mahout Tutorial - Recommendation - 2013/2014 Apache Mahout Tutorial - Recommendation - 2013/2014
Apache Mahout Tutorial - Recommendation - 2013/2014
 
Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...
Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...
Where Search Meets Machine Learning: Presented by Diana Hu & Joaquin Delgado,...
 
Apache Mahout
Apache MahoutApache Mahout
Apache Mahout
 
Machine Learning with Hadoop
Machine Learning with HadoopMachine Learning with Hadoop
Machine Learning with Hadoop
 
OSCON: Apache Mahout - Mammoth Scale Machine Learning
OSCON: Apache Mahout - Mammoth Scale Machine LearningOSCON: Apache Mahout - Mammoth Scale Machine Learning
OSCON: Apache Mahout - Mammoth Scale Machine Learning
 
mahout introduction
mahout introductionmahout introduction
mahout introduction
 
Apache Mahout 於電子商務的應用
Apache Mahout 於電子商務的應用Apache Mahout 於電子商務的應用
Apache Mahout 於電子商務的應用
 
Logistic Regression using Mahout
Logistic Regression using MahoutLogistic Regression using Mahout
Logistic Regression using Mahout
 

Ähnlich wie Orchestrating the Intelligent Web with Apache Mahout

Building and deploying LLM applications with Apache Airflow
Building and deploying LLM applications with Apache AirflowBuilding and deploying LLM applications with Apache Airflow
Building and deploying LLM applications with Apache AirflowKaxil Naik
 
Unified Big Data Processing with Apache Spark
Unified Big Data Processing with Apache SparkUnified Big Data Processing with Apache Spark
Unified Big Data Processing with Apache SparkC4Media
 
Vipul divyanshu mahout_documentation
Vipul divyanshu mahout_documentationVipul divyanshu mahout_documentation
Vipul divyanshu mahout_documentationVipul Divyanshu
 
Overview of VS2010 and .NET 4.0
Overview of VS2010 and .NET 4.0Overview of VS2010 and .NET 4.0
Overview of VS2010 and .NET 4.0Bruce Johnson
 
Recommender.system.presentation.pjug.05.20.2014
Recommender.system.presentation.pjug.05.20.2014Recommender.system.presentation.pjug.05.20.2014
Recommender.system.presentation.pjug.05.20.2014rpbrehm
 
Boulder/Denver BigData: Cluster Computing with Apache Mesos and Cascading
Boulder/Denver BigData: Cluster Computing with Apache Mesos and CascadingBoulder/Denver BigData: Cluster Computing with Apache Mesos and Cascading
Boulder/Denver BigData: Cluster Computing with Apache Mesos and CascadingPaco Nathan
 
Hybrid Cloud, Kubeflow and Tensorflow Extended [TFX]
Hybrid Cloud, Kubeflow and Tensorflow Extended [TFX]Hybrid Cloud, Kubeflow and Tensorflow Extended [TFX]
Hybrid Cloud, Kubeflow and Tensorflow Extended [TFX]Animesh Singh
 
MLOps pipelines using MLFlow - From training to production
MLOps pipelines using MLFlow - From training to productionMLOps pipelines using MLFlow - From training to production
MLOps pipelines using MLFlow - From training to productionFabian Hadiji
 
New-Age Search through Apache Solr
New-Age Search through Apache SolrNew-Age Search through Apache Solr
New-Age Search through Apache SolrEdureka!
 
From Pandas to Koalas: Reducing Time-To-Insight for Virgin Hyperloop's Data
From Pandas to Koalas: Reducing Time-To-Insight for Virgin Hyperloop's DataFrom Pandas to Koalas: Reducing Time-To-Insight for Virgin Hyperloop's Data
From Pandas to Koalas: Reducing Time-To-Insight for Virgin Hyperloop's DataDatabricks
 
Mahout Introduction BarCampDC
Mahout Introduction BarCampDCMahout Introduction BarCampDC
Mahout Introduction BarCampDCDrew Farris
 
Big Data Everywhere Chicago: Apache Spark Plus Many Other Frameworks -- How S...
Big Data Everywhere Chicago: Apache Spark Plus Many Other Frameworks -- How S...Big Data Everywhere Chicago: Apache Spark Plus Many Other Frameworks -- How S...
Big Data Everywhere Chicago: Apache Spark Plus Many Other Frameworks -- How S...BigDataEverywhere
 
6° Sessione - Ambiti applicativi nella ricerca di tecnologie statistiche avan...
6° Sessione - Ambiti applicativi nella ricerca di tecnologie statistiche avan...6° Sessione - Ambiti applicativi nella ricerca di tecnologie statistiche avan...
6° Sessione - Ambiti applicativi nella ricerca di tecnologie statistiche avan...Jürgen Ambrosi
 
Strata NYC 2015 - What's coming for the Spark community
Strata NYC 2015 - What's coming for the Spark communityStrata NYC 2015 - What's coming for the Spark community
Strata NYC 2015 - What's coming for the Spark communityDatabricks
 
The Future of Computing is Distributed
The Future of Computing is DistributedThe Future of Computing is Distributed
The Future of Computing is DistributedAlluxio, Inc.
 
Terraform modules restructured
Terraform modules restructuredTerraform modules restructured
Terraform modules restructuredAmi Mahloof
 
Terraform Modules Restructured
Terraform Modules RestructuredTerraform Modules Restructured
Terraform Modules RestructuredDoiT International
 
Near Real Time Indexing Kafka Messages into Apache Blur: Presented by Dibyend...
Near Real Time Indexing Kafka Messages into Apache Blur: Presented by Dibyend...Near Real Time Indexing Kafka Messages into Apache Blur: Presented by Dibyend...
Near Real Time Indexing Kafka Messages into Apache Blur: Presented by Dibyend...Lucidworks
 

Ähnlich wie Orchestrating the Intelligent Web with Apache Mahout (20)

Building and deploying LLM applications with Apache Airflow
Building and deploying LLM applications with Apache AirflowBuilding and deploying LLM applications with Apache Airflow
Building and deploying LLM applications with Apache Airflow
 
Unified Big Data Processing with Apache Spark
Unified Big Data Processing with Apache SparkUnified Big Data Processing with Apache Spark
Unified Big Data Processing with Apache Spark
 
Vipul divyanshu mahout_documentation
Vipul divyanshu mahout_documentationVipul divyanshu mahout_documentation
Vipul divyanshu mahout_documentation
 
Overview of VS2010 and .NET 4.0
Overview of VS2010 and .NET 4.0Overview of VS2010 and .NET 4.0
Overview of VS2010 and .NET 4.0
 
Recommender.system.presentation.pjug.05.20.2014
Recommender.system.presentation.pjug.05.20.2014Recommender.system.presentation.pjug.05.20.2014
Recommender.system.presentation.pjug.05.20.2014
 
Boulder/Denver BigData: Cluster Computing with Apache Mesos and Cascading
Boulder/Denver BigData: Cluster Computing with Apache Mesos and CascadingBoulder/Denver BigData: Cluster Computing with Apache Mesos and Cascading
Boulder/Denver BigData: Cluster Computing with Apache Mesos and Cascading
 
Hybrid Cloud, Kubeflow and Tensorflow Extended [TFX]
Hybrid Cloud, Kubeflow and Tensorflow Extended [TFX]Hybrid Cloud, Kubeflow and Tensorflow Extended [TFX]
Hybrid Cloud, Kubeflow and Tensorflow Extended [TFX]
 
MLOps pipelines using MLFlow - From training to production
MLOps pipelines using MLFlow - From training to productionMLOps pipelines using MLFlow - From training to production
MLOps pipelines using MLFlow - From training to production
 
Real time analytics
Real time analyticsReal time analytics
Real time analytics
 
New-Age Search through Apache Solr
New-Age Search through Apache SolrNew-Age Search through Apache Solr
New-Age Search through Apache Solr
 
NYC_2016_slides
NYC_2016_slidesNYC_2016_slides
NYC_2016_slides
 
From Pandas to Koalas: Reducing Time-To-Insight for Virgin Hyperloop's Data
From Pandas to Koalas: Reducing Time-To-Insight for Virgin Hyperloop's DataFrom Pandas to Koalas: Reducing Time-To-Insight for Virgin Hyperloop's Data
From Pandas to Koalas: Reducing Time-To-Insight for Virgin Hyperloop's Data
 
Mahout Introduction BarCampDC
Mahout Introduction BarCampDCMahout Introduction BarCampDC
Mahout Introduction BarCampDC
 
Big Data Everywhere Chicago: Apache Spark Plus Many Other Frameworks -- How S...
Big Data Everywhere Chicago: Apache Spark Plus Many Other Frameworks -- How S...Big Data Everywhere Chicago: Apache Spark Plus Many Other Frameworks -- How S...
Big Data Everywhere Chicago: Apache Spark Plus Many Other Frameworks -- How S...
 
6° Sessione - Ambiti applicativi nella ricerca di tecnologie statistiche avan...
6° Sessione - Ambiti applicativi nella ricerca di tecnologie statistiche avan...6° Sessione - Ambiti applicativi nella ricerca di tecnologie statistiche avan...
6° Sessione - Ambiti applicativi nella ricerca di tecnologie statistiche avan...
 
Strata NYC 2015 - What's coming for the Spark community
Strata NYC 2015 - What's coming for the Spark communityStrata NYC 2015 - What's coming for the Spark community
Strata NYC 2015 - What's coming for the Spark community
 
The Future of Computing is Distributed
The Future of Computing is DistributedThe Future of Computing is Distributed
The Future of Computing is Distributed
 
Terraform modules restructured
Terraform modules restructuredTerraform modules restructured
Terraform modules restructured
 
Terraform Modules Restructured
Terraform Modules RestructuredTerraform Modules Restructured
Terraform Modules Restructured
 
Near Real Time Indexing Kafka Messages into Apache Blur: Presented by Dibyend...
Near Real Time Indexing Kafka Messages into Apache Blur: Presented by Dibyend...Near Real Time Indexing Kafka Messages into Apache Blur: Presented by Dibyend...
Near Real Time Indexing Kafka Messages into Apache Blur: Presented by Dibyend...
 

Kürzlich hochgeladen

Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 

Kürzlich hochgeladen (20)

Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 

Orchestrating the Intelligent Web with Apache Mahout

  • 1. Orchestrating the Intelligent Web with Apache Mahout Presented by Aneesha Bakharia Twitter: aneesha Email: aneesha.bakharia@gmail.com
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8. Where people swear in the United States? http://flowingdata.com/2011/01/25/where-people-swear-in-the-united-states/
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34.
  • 35.
  • 36.
  • 37.
  • 38.
  • 39.
  • 40.