SlideShare a Scribd company logo

Machine Learning and Data Mining: 01 Data Mining

•
•
Pier Luca Lanzi
Pier Luca Lanzi

Course "Machine Learning and Data Mining" for the degree of Computer Engineering at the Politecnico di Milano. This second lecture Introduces the field of data mining

Economy & FinanceTechnology
1 of 38
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining
Machine Learning and Data Mining: 01 Data Mining

Recommended

Machine Learning and Data Mining: 03 Data Representation
Machine Learning and Data Mining: 03 Data RepresentationMachine Learning and Data Mining: 03 Data Representation
Machine Learning and Data Mining: 03 Data RepresentationPier Luca Lanzi
 
Machine Learning and Data Mining: 02 Machine Learning
Machine Learning and Data Mining: 02 Machine LearningMachine Learning and Data Mining: 02 Machine Learning
Machine Learning and Data Mining: 02 Machine LearningPier Luca Lanzi
 
Focus Junior - 14 Maggio 2016
Focus Junior - 14 Maggio 2016Focus Junior - 14 Maggio 2016
Focus Junior - 14 Maggio 2016Pier Luca Lanzi
 
Data mining slides
Data mining slidesData mining slides
Data mining slidessmj
 
Machine Learning and Data Mining: 04 Association Rule Mining
Machine Learning and Data Mining: 04 Association Rule MiningMachine Learning and Data Mining: 04 Association Rule Mining
Machine Learning and Data Mining: 04 Association Rule MiningPier Luca Lanzi
 
DMTM 2015 - 13 Naive bayes, Nearest Neighbours and Other Methods
DMTM 2015 - 13 Naive bayes, Nearest Neighbours and Other MethodsDMTM 2015 - 13 Naive bayes, Nearest Neighbours and Other Methods
DMTM 2015 - 13 Naive bayes, Nearest Neighbours and Other MethodsPier Luca Lanzi
 
DMTM 2015 - 12 Classification Rules
DMTM 2015 - 12 Classification RulesDMTM 2015 - 12 Classification Rules
DMTM 2015 - 12 Classification RulesPier Luca Lanzi
 
DMTM 2015 - 07 Hierarchical Clustering
DMTM 2015 - 07 Hierarchical ClusteringDMTM 2015 - 07 Hierarchical Clustering
DMTM 2015 - 07 Hierarchical ClusteringPier Luca Lanzi
 

Recommended

Machine Learning and Data Mining: 03 Data Representation
Machine Learning and Data Mining: 03 Data RepresentationMachine Learning and Data Mining: 03 Data Representation
Machine Learning and Data Mining: 03 Data RepresentationPier Luca Lanzi
 
Machine Learning and Data Mining: 02 Machine Learning
Machine Learning and Data Mining: 02 Machine LearningMachine Learning and Data Mining: 02 Machine Learning
Machine Learning and Data Mining: 02 Machine LearningPier Luca Lanzi
 
Focus Junior - 14 Maggio 2016
Focus Junior - 14 Maggio 2016Focus Junior - 14 Maggio 2016
Focus Junior - 14 Maggio 2016Pier Luca Lanzi
 
Data mining slides
Data mining slidesData mining slides
Data mining slidessmj
 
Machine Learning and Data Mining: 04 Association Rule Mining
Machine Learning and Data Mining: 04 Association Rule MiningMachine Learning and Data Mining: 04 Association Rule Mining
Machine Learning and Data Mining: 04 Association Rule MiningPier Luca Lanzi
 
DMTM 2015 - 13 Naive bayes, Nearest Neighbours and Other Methods
DMTM 2015 - 13 Naive bayes, Nearest Neighbours and Other MethodsDMTM 2015 - 13 Naive bayes, Nearest Neighbours and Other Methods
DMTM 2015 - 13 Naive bayes, Nearest Neighbours and Other MethodsPier Luca Lanzi
 
DMTM 2015 - 12 Classification Rules
DMTM 2015 - 12 Classification RulesDMTM 2015 - 12 Classification Rules
DMTM 2015 - 12 Classification RulesPier Luca Lanzi
 
DMTM 2015 - 07 Hierarchical Clustering
DMTM 2015 - 07 Hierarchical ClusteringDMTM 2015 - 07 Hierarchical Clustering
DMTM 2015 - 07 Hierarchical ClusteringPier Luca Lanzi
 
Machine Learning and Data Mining: 19 Mining Text And Web Data
Machine Learning and Data Mining: 19 Mining Text And Web DataMachine Learning and Data Mining: 19 Mining Text And Web Data
Machine Learning and Data Mining: 19 Mining Text And Web DataPier Luca Lanzi
 
Machine Learning and Data Mining: 12 Classification Rules
Machine Learning and Data Mining: 12 Classification RulesMachine Learning and Data Mining: 12 Classification Rules
Machine Learning and Data Mining: 12 Classification RulesPier Luca Lanzi
 
Lecture 5: Structured Prediction
Lecture 5: Structured PredictionLecture 5: Structured Prediction
Lecture 5: Structured PredictionMarina Santini
 
Introduction to Machine Learning
Introduction to Machine LearningIntroduction to Machine Learning
Introduction to Machine Learningbutest
 
PPT slides - MACHINE PERCEPTION LABORATORY
PPT slides - MACHINE PERCEPTION LABORATORYPPT slides - MACHINE PERCEPTION LABORATORY
PPT slides - MACHINE PERCEPTION LABORATORYbutest
 
Slides machine learning festival path pdf
Slides machine learning festival path pdfSlides machine learning festival path pdf
Slides machine learning festival path pdfFabio Bottura
 
Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...
Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...
Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...Cloudera, Inc.
 
Xgboost
XgboostXgboost
XgboostVivian S. Zhang
 
Lecture 6: Ensemble Methods
Lecture 6: Ensemble Methods Lecture 6: Ensemble Methods
Lecture 6: Ensemble Methods Marina Santini
 
Data Mining and Machine Learning
Data Mining and Machine LearningData Mining and Machine Learning
Data Mining and Machine LearningJakub Ruzicka
 
Machine Learning in Pathology Diagnostics with Simagis Live
Machine Learning in Pathology Diagnostics with Simagis LiveMachine Learning in Pathology Diagnostics with Simagis Live
Machine Learning in Pathology Diagnostics with Simagis Livekhvatkov
 
Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011
Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011
Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011Pier Luca Lanzi
 
Fitness Inheritance in Evolutionary and
Fitness Inheritance in Evolutionary andFitness Inheritance in Evolutionary and
Fitness Inheritance in Evolutionary andPier Luca Lanzi
 
GECCO-2014 Learning Classifier Systems: A Gentle Introduction
GECCO-2014 Learning Classifier Systems: A Gentle IntroductionGECCO-2014 Learning Classifier Systems: A Gentle Introduction
GECCO-2014 Learning Classifier Systems: A Gentle IntroductionPier Luca Lanzi
 
Lecture 02 Machine Learning For Data Mining
Lecture 02 Machine Learning For Data MiningLecture 02 Machine Learning For Data Mining
Lecture 02 Machine Learning For Data MiningPier Luca Lanzi
 
Evolving Rules to Solve Problems: The Learning Classifier Systems Way
Evolving Rules to Solve Problems: The Learning Classifier Systems WayEvolving Rules to Solve Problems: The Learning Classifier Systems Way
Evolving Rules to Solve Problems: The Learning Classifier Systems WayPier Luca Lanzi
 
Codemotion Milan - November 21 2015
Codemotion Milan - November 21 2015Codemotion Milan - November 21 2015
Codemotion Milan - November 21 2015Pier Luca Lanzi
 
Lecture 04 Association Rules Basics
Lecture 04 Association Rules BasicsLecture 04 Association Rules Basics
Lecture 04 Association Rules BasicsPier Luca Lanzi
 
Machine Learning and Data Mining: 14 Evaluation and Credibility
Machine Learning and Data Mining: 14 Evaluation and CredibilityMachine Learning and Data Mining: 14 Evaluation and Credibility
Machine Learning and Data Mining: 14 Evaluation and CredibilityPier Luca Lanzi
 
11 Settembre 2021 - Giocare con i Videogiochi
11 Settembre 2021 - Giocare con i Videogiochi11 Settembre 2021 - Giocare con i Videogiochi
11 Settembre 2021 - Giocare con i VideogiochiPier Luca Lanzi
 
Breve Viaggio al Centro dei Videogiochi
Breve Viaggio al Centro dei VideogiochiBreve Viaggio al Centro dei Videogiochi
Breve Viaggio al Centro dei VideogiochiPier Luca Lanzi
 
Global Game Jam 19 @ POLIMI - Morning Welcome
Global Game Jam 19 @ POLIMI - Morning WelcomeGlobal Game Jam 19 @ POLIMI - Morning Welcome
Global Game Jam 19 @ POLIMI - Morning WelcomePier Luca Lanzi
 

More Related Content

Viewers also liked

Machine Learning and Data Mining: 19 Mining Text And Web Data
Machine Learning and Data Mining: 19 Mining Text And Web DataMachine Learning and Data Mining: 19 Mining Text And Web Data
Machine Learning and Data Mining: 19 Mining Text And Web DataPier Luca Lanzi
 
Machine Learning and Data Mining: 12 Classification Rules
Machine Learning and Data Mining: 12 Classification RulesMachine Learning and Data Mining: 12 Classification Rules
Machine Learning and Data Mining: 12 Classification RulesPier Luca Lanzi
 
Lecture 5: Structured Prediction
Lecture 5: Structured PredictionLecture 5: Structured Prediction
Lecture 5: Structured PredictionMarina Santini
 
Introduction to Machine Learning
Introduction to Machine LearningIntroduction to Machine Learning
Introduction to Machine Learningbutest
 
PPT slides - MACHINE PERCEPTION LABORATORY
PPT slides - MACHINE PERCEPTION LABORATORYPPT slides - MACHINE PERCEPTION LABORATORY
PPT slides - MACHINE PERCEPTION LABORATORYbutest
 
Slides machine learning festival path pdf
Slides machine learning festival path pdfSlides machine learning festival path pdf
Slides machine learning festival path pdfFabio Bottura
 
Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...
Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...
Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...Cloudera, Inc.
 
Lecture 6: Ensemble Methods
Lecture 6: Ensemble Methods Lecture 6: Ensemble Methods
Lecture 6: Ensemble Methods Marina Santini
 
Data Mining and Machine Learning
Data Mining and Machine LearningData Mining and Machine Learning
Data Mining and Machine LearningJakub Ruzicka
 
Machine Learning in Pathology Diagnostics with Simagis Live
Machine Learning in Pathology Diagnostics with Simagis LiveMachine Learning in Pathology Diagnostics with Simagis Live
Machine Learning in Pathology Diagnostics with Simagis Livekhvatkov
 
Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011
Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011
Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011Pier Luca Lanzi
 
Fitness Inheritance in Evolutionary and
Fitness Inheritance in Evolutionary andFitness Inheritance in Evolutionary and
Fitness Inheritance in Evolutionary andPier Luca Lanzi
 
GECCO-2014 Learning Classifier Systems: A Gentle Introduction
GECCO-2014 Learning Classifier Systems: A Gentle IntroductionGECCO-2014 Learning Classifier Systems: A Gentle Introduction
GECCO-2014 Learning Classifier Systems: A Gentle IntroductionPier Luca Lanzi
 
Lecture 02 Machine Learning For Data Mining
Lecture 02 Machine Learning For Data MiningLecture 02 Machine Learning For Data Mining
Lecture 02 Machine Learning For Data MiningPier Luca Lanzi
 
Evolving Rules to Solve Problems: The Learning Classifier Systems Way
Evolving Rules to Solve Problems: The Learning Classifier Systems WayEvolving Rules to Solve Problems: The Learning Classifier Systems Way
Evolving Rules to Solve Problems: The Learning Classifier Systems WayPier Luca Lanzi
 
Codemotion Milan - November 21 2015
Codemotion Milan - November 21 2015Codemotion Milan - November 21 2015
Codemotion Milan - November 21 2015Pier Luca Lanzi
 
Lecture 04 Association Rules Basics
Lecture 04 Association Rules BasicsLecture 04 Association Rules Basics
Lecture 04 Association Rules BasicsPier Luca Lanzi
 
Machine Learning and Data Mining: 14 Evaluation and Credibility
Machine Learning and Data Mining: 14 Evaluation and CredibilityMachine Learning and Data Mining: 14 Evaluation and Credibility
Machine Learning and Data Mining: 14 Evaluation and CredibilityPier Luca Lanzi
 

Viewers also liked (19)

Machine Learning and Data Mining: 19 Mining Text And Web Data
Machine Learning and Data Mining: 19 Mining Text And Web DataMachine Learning and Data Mining: 19 Mining Text And Web Data
Machine Learning and Data Mining: 19 Mining Text And Web Data
 
Machine Learning and Data Mining: 12 Classification Rules
Machine Learning and Data Mining: 12 Classification RulesMachine Learning and Data Mining: 12 Classification Rules
Machine Learning and Data Mining: 12 Classification Rules
 
Lecture 5: Structured Prediction
Lecture 5: Structured PredictionLecture 5: Structured Prediction
Lecture 5: Structured Prediction
 
Introduction to Machine Learning
Introduction to Machine LearningIntroduction to Machine Learning
Introduction to Machine Learning
 
PPT slides - MACHINE PERCEPTION LABORATORY
PPT slides - MACHINE PERCEPTION LABORATORYPPT slides - MACHINE PERCEPTION LABORATORY
PPT slides - MACHINE PERCEPTION LABORATORY
 
Slides machine learning festival path pdf
Slides machine learning festival path pdfSlides machine learning festival path pdf
Slides machine learning festival path pdf
 
Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...
Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...
Introduction to Machine Learning on Apache Spark MLlib by Juliet Hougland, Se...
 
Xgboost
XgboostXgboost
Xgboost
 
Lecture 6: Ensemble Methods
Lecture 6: Ensemble Methods Lecture 6: Ensemble Methods
Lecture 6: Ensemble Methods
 
Data Mining and Machine Learning
Data Mining and Machine LearningData Mining and Machine Learning
Data Mining and Machine Learning
 
Machine Learning in Pathology Diagnostics with Simagis Live
Machine Learning in Pathology Diagnostics with Simagis LiveMachine Learning in Pathology Diagnostics with Simagis Live
Machine Learning in Pathology Diagnostics with Simagis Live
 
Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011
Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011
Videogame Design and Programming: Conferenza d'Ateneo 18 Maggio 2011
 
Fitness Inheritance in Evolutionary and
Fitness Inheritance in Evolutionary andFitness Inheritance in Evolutionary and
Fitness Inheritance in Evolutionary and
 
GECCO-2014 Learning Classifier Systems: A Gentle Introduction
GECCO-2014 Learning Classifier Systems: A Gentle IntroductionGECCO-2014 Learning Classifier Systems: A Gentle Introduction
GECCO-2014 Learning Classifier Systems: A Gentle Introduction
 
Lecture 02 Machine Learning For Data Mining
Lecture 02 Machine Learning For Data MiningLecture 02 Machine Learning For Data Mining
Lecture 02 Machine Learning For Data Mining
 
Evolving Rules to Solve Problems: The Learning Classifier Systems Way
Evolving Rules to Solve Problems: The Learning Classifier Systems WayEvolving Rules to Solve Problems: The Learning Classifier Systems Way
Evolving Rules to Solve Problems: The Learning Classifier Systems Way
 
Codemotion Milan - November 21 2015
Codemotion Milan - November 21 2015Codemotion Milan - November 21 2015
Codemotion Milan - November 21 2015
 
Lecture 04 Association Rules Basics
Lecture 04 Association Rules BasicsLecture 04 Association Rules Basics
Lecture 04 Association Rules Basics
 
Machine Learning and Data Mining: 14 Evaluation and Credibility
Machine Learning and Data Mining: 14 Evaluation and CredibilityMachine Learning and Data Mining: 14 Evaluation and Credibility
Machine Learning and Data Mining: 14 Evaluation and Credibility
 

More from Pier Luca Lanzi

11 Settembre 2021 - Giocare con i Videogiochi
11 Settembre 2021 - Giocare con i Videogiochi11 Settembre 2021 - Giocare con i Videogiochi
11 Settembre 2021 - Giocare con i VideogiochiPier Luca Lanzi
 
Breve Viaggio al Centro dei Videogiochi
Breve Viaggio al Centro dei VideogiochiBreve Viaggio al Centro dei Videogiochi
Breve Viaggio al Centro dei VideogiochiPier Luca Lanzi
 
Global Game Jam 19 @ POLIMI - Morning Welcome
Global Game Jam 19 @ POLIMI - Morning WelcomeGlobal Game Jam 19 @ POLIMI - Morning Welcome
Global Game Jam 19 @ POLIMI - Morning WelcomePier Luca Lanzi
 
Data Driven Game Design @ Campus Party 2018
Data Driven Game Design @ Campus Party 2018Data Driven Game Design @ Campus Party 2018
Data Driven Game Design @ Campus Party 2018Pier Luca Lanzi
 
GGJ18 al Politecnico di Milano - Presentazione che precede la presentazione d...
GGJ18 al Politecnico di Milano - Presentazione che precede la presentazione d...GGJ18 al Politecnico di Milano - Presentazione che precede la presentazione d...
GGJ18 al Politecnico di Milano - Presentazione che precede la presentazione d...Pier Luca Lanzi
 
GGJ18 al Politecnico di Milano - Presentazione di apertura
GGJ18 al Politecnico di Milano - Presentazione di aperturaGGJ18 al Politecnico di Milano - Presentazione di apertura
GGJ18 al Politecnico di Milano - Presentazione di aperturaPier Luca Lanzi
 
Presentation for UNITECH event - January 8, 2018
Presentation for UNITECH event - January 8, 2018Presentation for UNITECH event - January 8, 2018
Presentation for UNITECH event - January 8, 2018Pier Luca Lanzi
 
DMTM Lecture 20 Data preparation
DMTM Lecture 20 Data preparationDMTM Lecture 20 Data preparation
DMTM Lecture 20 Data preparationPier Luca Lanzi
 
DMTM Lecture 19 Data exploration
DMTM Lecture 19 Data explorationDMTM Lecture 19 Data exploration
DMTM Lecture 19 Data explorationPier Luca Lanzi
 
DMTM Lecture 18 Graph mining
DMTM Lecture 18 Graph miningDMTM Lecture 18 Graph mining
DMTM Lecture 18 Graph miningPier Luca Lanzi
 
DMTM Lecture 17 Text mining
DMTM Lecture 17 Text miningDMTM Lecture 17 Text mining
DMTM Lecture 17 Text miningPier Luca Lanzi
 
DMTM Lecture 16 Association rules
DMTM Lecture 16 Association rulesDMTM Lecture 16 Association rules
DMTM Lecture 16 Association rulesPier Luca Lanzi
 
DMTM Lecture 15 Clustering evaluation
DMTM Lecture 15 Clustering evaluationDMTM Lecture 15 Clustering evaluation
DMTM Lecture 15 Clustering evaluationPier Luca Lanzi
 
DMTM Lecture 14 Density based clustering
DMTM Lecture 14 Density based clusteringDMTM Lecture 14 Density based clustering
DMTM Lecture 14 Density based clusteringPier Luca Lanzi
 
DMTM Lecture 13 Representative based clustering
DMTM Lecture 13 Representative based clusteringDMTM Lecture 13 Representative based clustering
DMTM Lecture 13 Representative based clusteringPier Luca Lanzi
 
DMTM Lecture 12 Hierarchical clustering
DMTM Lecture 12 Hierarchical clusteringDMTM Lecture 12 Hierarchical clustering
DMTM Lecture 12 Hierarchical clusteringPier Luca Lanzi
 
DMTM Lecture 11 Clustering
DMTM Lecture 11 ClusteringDMTM Lecture 11 Clustering
DMTM Lecture 11 ClusteringPier Luca Lanzi
 
DMTM Lecture 10 Classification ensembles
DMTM Lecture 10 Classification ensemblesDMTM Lecture 10 Classification ensembles
DMTM Lecture 10 Classification ensemblesPier Luca Lanzi
 
DMTM Lecture 09 Other classificationmethods
DMTM Lecture 09 Other classificationmethodsDMTM Lecture 09 Other classificationmethods
DMTM Lecture 09 Other classificationmethodsPier Luca Lanzi
 
DMTM Lecture 08 Classification rules
DMTM Lecture 08 Classification rulesDMTM Lecture 08 Classification rules
DMTM Lecture 08 Classification rulesPier Luca Lanzi
 

More from Pier Luca Lanzi (20)

11 Settembre 2021 - Giocare con i Videogiochi
11 Settembre 2021 - Giocare con i Videogiochi11 Settembre 2021 - Giocare con i Videogiochi
11 Settembre 2021 - Giocare con i Videogiochi
 
Breve Viaggio al Centro dei Videogiochi
Breve Viaggio al Centro dei VideogiochiBreve Viaggio al Centro dei Videogiochi
Breve Viaggio al Centro dei Videogiochi
 
Global Game Jam 19 @ POLIMI - Morning Welcome
Global Game Jam 19 @ POLIMI - Morning WelcomeGlobal Game Jam 19 @ POLIMI - Morning Welcome
Global Game Jam 19 @ POLIMI - Morning Welcome
 
Data Driven Game Design @ Campus Party 2018
Data Driven Game Design @ Campus Party 2018Data Driven Game Design @ Campus Party 2018
Data Driven Game Design @ Campus Party 2018
 
GGJ18 al Politecnico di Milano - Presentazione che precede la presentazione d...
GGJ18 al Politecnico di Milano - Presentazione che precede la presentazione d...GGJ18 al Politecnico di Milano - Presentazione che precede la presentazione d...
GGJ18 al Politecnico di Milano - Presentazione che precede la presentazione d...
 
GGJ18 al Politecnico di Milano - Presentazione di apertura
GGJ18 al Politecnico di Milano - Presentazione di aperturaGGJ18 al Politecnico di Milano - Presentazione di apertura
GGJ18 al Politecnico di Milano - Presentazione di apertura
 
Presentation for UNITECH event - January 8, 2018
Presentation for UNITECH event - January 8, 2018Presentation for UNITECH event - January 8, 2018
Presentation for UNITECH event - January 8, 2018
 
DMTM Lecture 20 Data preparation
DMTM Lecture 20 Data preparationDMTM Lecture 20 Data preparation
DMTM Lecture 20 Data preparation
 
DMTM Lecture 19 Data exploration
DMTM Lecture 19 Data explorationDMTM Lecture 19 Data exploration
DMTM Lecture 19 Data exploration
 
DMTM Lecture 18 Graph mining
DMTM Lecture 18 Graph miningDMTM Lecture 18 Graph mining
DMTM Lecture 18 Graph mining
 
DMTM Lecture 17 Text mining
DMTM Lecture 17 Text miningDMTM Lecture 17 Text mining
DMTM Lecture 17 Text mining
 
DMTM Lecture 16 Association rules
DMTM Lecture 16 Association rulesDMTM Lecture 16 Association rules
DMTM Lecture 16 Association rules
 
DMTM Lecture 15 Clustering evaluation
DMTM Lecture 15 Clustering evaluationDMTM Lecture 15 Clustering evaluation
DMTM Lecture 15 Clustering evaluation
 
DMTM Lecture 14 Density based clustering
DMTM Lecture 14 Density based clusteringDMTM Lecture 14 Density based clustering
DMTM Lecture 14 Density based clustering
 
DMTM Lecture 13 Representative based clustering
DMTM Lecture 13 Representative based clusteringDMTM Lecture 13 Representative based clustering
DMTM Lecture 13 Representative based clustering
 
DMTM Lecture 12 Hierarchical clustering
DMTM Lecture 12 Hierarchical clusteringDMTM Lecture 12 Hierarchical clustering
DMTM Lecture 12 Hierarchical clustering
 
DMTM Lecture 11 Clustering
DMTM Lecture 11 ClusteringDMTM Lecture 11 Clustering
DMTM Lecture 11 Clustering
 
DMTM Lecture 10 Classification ensembles
DMTM Lecture 10 Classification ensemblesDMTM Lecture 10 Classification ensembles
DMTM Lecture 10 Classification ensembles
 
DMTM Lecture 09 Other classificationmethods
DMTM Lecture 09 Other classificationmethodsDMTM Lecture 09 Other classificationmethods
DMTM Lecture 09 Other classificationmethods
 
DMTM Lecture 08 Classification rules
DMTM Lecture 08 Classification rulesDMTM Lecture 08 Classification rules
DMTM Lecture 08 Classification rules
 

Recently uploaded

Webinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech BelgiumWebinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech BelgiumFinTech Belgium
 
Lion One Corporate Presentation May 2024
Lion One Corporate Presentation May 2024Lion One Corporate Presentation May 2024
Lion One Corporate Presentation May 2024Adnet Communications
 
cost-volume-profit analysis.ppt(managerial accounting).pptx
cost-volume-profit analysis.ppt(managerial accounting).pptxcost-volume-profit analysis.ppt(managerial accounting).pptx
cost-volume-profit analysis.ppt(managerial accounting).pptxazadalisthp2020i
 
Female Russian Escorts Mumbai Call Girls-((ANdheri))9833754194-Jogeshawri Fre...
Female Russian Escorts Mumbai Call Girls-((ANdheri))9833754194-Jogeshawri Fre...Female Russian Escorts Mumbai Call Girls-((ANdheri))9833754194-Jogeshawri Fre...
Female Russian Escorts Mumbai Call Girls-((ANdheri))9833754194-Jogeshawri Fre...priyasharma62062
 
✂️ 👅 Independent Lucknow Escorts U.P Call Girls With Room Lucknow Call Girls ...
✂️ 👅 Independent Lucknow Escorts U.P Call Girls With Room Lucknow Call Girls ...✂️ 👅 Independent Lucknow Escorts U.P Call Girls With Room Lucknow Call Girls ...
✂️ 👅 Independent Lucknow Escorts U.P Call Girls With Room Lucknow Call Girls ...jabtakhaidam7
 
Virar Best Sex Call Girls Number-📞📞9833754194-Poorbi Nalasopara Housewife Cal...
Virar Best Sex Call Girls Number-📞📞9833754194-Poorbi Nalasopara Housewife Cal...Virar Best Sex Call Girls Number-📞📞9833754194-Poorbi Nalasopara Housewife Cal...
Virar Best Sex Call Girls Number-📞📞9833754194-Poorbi Nalasopara Housewife Cal...priyasharma62062
 
fundamentals of corporate finance 11th canadian edition test bank.docx
fundamentals of corporate finance 11th canadian edition test bank.docxfundamentals of corporate finance 11th canadian edition test bank.docx
fundamentals of corporate finance 11th canadian edition test bank.docxssuserf63bd7
 
Bhubaneswar🌹Ravi Tailkes ❤CALL GIRLS 9777949614 💟 CALL GIRLS IN bhubaneswar ...
Bhubaneswar🌹Ravi Tailkes ❤CALL GIRLS 9777949614 💟 CALL GIRLS IN bhubaneswar ...Bhubaneswar🌹Ravi Tailkes ❤CALL GIRLS 9777949614 💟 CALL GIRLS IN bhubaneswar ...
Bhubaneswar🌹Ravi Tailkes ❤CALL GIRLS 9777949614 💟 CALL GIRLS IN bhubaneswar ...Call Girls Mumbai
 
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...priyasharma62062
 
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...kajalverma014
 
Pension dashboards forum 1 May 2024 (1).pdf
Pension dashboards forum 1 May 2024 (1).pdfPension dashboards forum 1 May 2024 (1).pdf
Pension dashboards forum 1 May 2024 (1).pdfHenry Tapper
 
GIFT City Overview India's Gateway to Global Finance
GIFT City Overview India's Gateway to Global FinanceGIFT City Overview India's Gateway to Global Finance
GIFT City Overview India's Gateway to Global FinanceGaurav Kanudawala
 
Vip Call Girls Bhubaneswar😉 Bhubaneswar 9777949614 Housewife Call Girls Serv...
Vip Call Girls Bhubaneswar😉 Bhubaneswar 9777949614 Housewife Call Girls Serv...Vip Call Girls Bhubaneswar😉 Bhubaneswar 9777949614 Housewife Call Girls Serv...
Vip Call Girls Bhubaneswar😉 Bhubaneswar 9777949614 Housewife Call Girls Serv...Call Girls Mumbai
 
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai MultipleDubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiplekojalpk89
 
Premium Call Girls Bangalore Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...
Premium Call Girls Bangalore Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...Premium Call Girls Bangalore Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...
Premium Call Girls Bangalore Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...vershagrag
 
20240419-SMC-submission-Annual-Superannuation-Performance-Test-–-design-optio...
20240419-SMC-submission-Annual-Superannuation-Performance-Test-–-design-optio...20240419-SMC-submission-Annual-Superannuation-Performance-Test-–-design-optio...
20240419-SMC-submission-Annual-Superannuation-Performance-Test-–-design-optio...Henry Tapper
 
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...rightmanforbloodline
 
Collecting banker, Capacity of collecting Banker, conditions under section 13...
Collecting banker, Capacity of collecting Banker, conditions under section 13...Collecting banker, Capacity of collecting Banker, conditions under section 13...
Collecting banker, Capacity of collecting Banker, conditions under section 13...RaniT11
 
✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...
✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...
✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...Call Girls Mumbai
 
Kopar Khairane Cheapest Call Girls✔✔✔9833754194 Nerul Premium Call Girls-Navi...
Kopar Khairane Cheapest Call Girls✔✔✔9833754194 Nerul Premium Call Girls-Navi...Kopar Khairane Cheapest Call Girls✔✔✔9833754194 Nerul Premium Call Girls-Navi...
Kopar Khairane Cheapest Call Girls✔✔✔9833754194 Nerul Premium Call Girls-Navi...priyasharma62062
 

Recently uploaded (20)

Webinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech BelgiumWebinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech Belgium
 
Lion One Corporate Presentation May 2024
Lion One Corporate Presentation May 2024Lion One Corporate Presentation May 2024
Lion One Corporate Presentation May 2024
 
cost-volume-profit analysis.ppt(managerial accounting).pptx
cost-volume-profit analysis.ppt(managerial accounting).pptxcost-volume-profit analysis.ppt(managerial accounting).pptx
cost-volume-profit analysis.ppt(managerial accounting).pptx
 
Female Russian Escorts Mumbai Call Girls-((ANdheri))9833754194-Jogeshawri Fre...
Female Russian Escorts Mumbai Call Girls-((ANdheri))9833754194-Jogeshawri Fre...Female Russian Escorts Mumbai Call Girls-((ANdheri))9833754194-Jogeshawri Fre...
Female Russian Escorts Mumbai Call Girls-((ANdheri))9833754194-Jogeshawri Fre...
 
✂️ 👅 Independent Lucknow Escorts U.P Call Girls With Room Lucknow Call Girls ...
✂️ 👅 Independent Lucknow Escorts U.P Call Girls With Room Lucknow Call Girls ...✂️ 👅 Independent Lucknow Escorts U.P Call Girls With Room Lucknow Call Girls ...
✂️ 👅 Independent Lucknow Escorts U.P Call Girls With Room Lucknow Call Girls ...
 
Virar Best Sex Call Girls Number-📞📞9833754194-Poorbi Nalasopara Housewife Cal...
Virar Best Sex Call Girls Number-📞📞9833754194-Poorbi Nalasopara Housewife Cal...Virar Best Sex Call Girls Number-📞📞9833754194-Poorbi Nalasopara Housewife Cal...
Virar Best Sex Call Girls Number-📞📞9833754194-Poorbi Nalasopara Housewife Cal...
 
fundamentals of corporate finance 11th canadian edition test bank.docx
fundamentals of corporate finance 11th canadian edition test bank.docxfundamentals of corporate finance 11th canadian edition test bank.docx
fundamentals of corporate finance 11th canadian edition test bank.docx
 
Bhubaneswar🌹Ravi Tailkes ❤CALL GIRLS 9777949614 💟 CALL GIRLS IN bhubaneswar ...
Bhubaneswar🌹Ravi Tailkes ❤CALL GIRLS 9777949614 💟 CALL GIRLS IN bhubaneswar ...Bhubaneswar🌹Ravi Tailkes ❤CALL GIRLS 9777949614 💟 CALL GIRLS IN bhubaneswar ...
Bhubaneswar🌹Ravi Tailkes ❤CALL GIRLS 9777949614 💟 CALL GIRLS IN bhubaneswar ...
 
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
 
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...
 
Pension dashboards forum 1 May 2024 (1).pdf
Pension dashboards forum 1 May 2024 (1).pdfPension dashboards forum 1 May 2024 (1).pdf
Pension dashboards forum 1 May 2024 (1).pdf
 
GIFT City Overview India's Gateway to Global Finance
GIFT City Overview India's Gateway to Global FinanceGIFT City Overview India's Gateway to Global Finance
GIFT City Overview India's Gateway to Global Finance
 
Vip Call Girls Bhubaneswar😉 Bhubaneswar 9777949614 Housewife Call Girls Serv...
Vip Call Girls Bhubaneswar😉 Bhubaneswar 9777949614 Housewife Call Girls Serv...Vip Call Girls Bhubaneswar😉 Bhubaneswar 9777949614 Housewife Call Girls Serv...
Vip Call Girls Bhubaneswar😉 Bhubaneswar 9777949614 Housewife Call Girls Serv...
 
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai MultipleDubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
 
Premium Call Girls Bangalore Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...
Premium Call Girls Bangalore Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...Premium Call Girls Bangalore Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...
Premium Call Girls Bangalore Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...
 
20240419-SMC-submission-Annual-Superannuation-Performance-Test-–-design-optio...
20240419-SMC-submission-Annual-Superannuation-Performance-Test-–-design-optio...20240419-SMC-submission-Annual-Superannuation-Performance-Test-–-design-optio...
20240419-SMC-submission-Annual-Superannuation-Performance-Test-–-design-optio...
 
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...
 
Collecting banker, Capacity of collecting Banker, conditions under section 13...
Collecting banker, Capacity of collecting Banker, conditions under section 13...Collecting banker, Capacity of collecting Banker, conditions under section 13...
Collecting banker, Capacity of collecting Banker, conditions under section 13...
 
✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...
✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...
✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...
 
Kopar Khairane Cheapest Call Girls✔✔✔9833754194 Nerul Premium Call Girls-Navi...
Kopar Khairane Cheapest Call Girls✔✔✔9833754194 Nerul Premium Call Girls-Navi...Kopar Khairane Cheapest Call Girls✔✔✔9833754194 Nerul Premium Call Girls-Navi...
Kopar Khairane Cheapest Call Girls✔✔✔9833754194 Nerul Premium Call Girls-Navi...