Microsoft Word - Rakotomalala et al_Figures.doc

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“The Chinese make things, the Malagasy fix them.” The people of Madagascar produce things out of nothing: tires transformed into shoes, oil lamps made out of light bulbs. A sustainable lifestyle that encourages recyc

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• Africa
• Ethnic groups in Madagascar
• Madagascar
• Republics
• Malagasy language
• Rakotomalala
• Malagasy people

Clustering of variables around latent components Ricco RAKOTOMALALA Ricco Rakotomalala Tutoriels Tanagra - http://tutoriels-data-mining.blogspot.fr/

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• Data analysis
• Market research
• Marketing
• Principal component analysis
• Factor analysis
• Latent variable
• Correlation and dependence
• K-means clustering
• Statistics
• Multivariate statistics
• Psychometrics

Characterizing the relationship between two quantitative variables X and Y Ricco Rakotomalala

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• Probability theory
• Statistical dependence
• Data analysis
• Covariance
• Variance
• Correlation and dependence
• Independence
• Expected value
• Sample mean and sample covariance
• Statistics
• Covariance and correlation
• Algebra of random variables

Installation of the Hadoop framework (Cloudera) Installation and configuration of R and RStudio Server Mapreduce programming in R Accessing files in HDFS using R Ricco Rakotomalala

Source URL: eric.univ-lyon2.fr

• Cloud infrastructure
• Cloud computing
• Hadoop
• Parallel computing
• Apache Hadoop
• Cloudera
• VirtualBox
• MapReduce
• Virtual machine
• Computing
• Software
• System software

Ricco RAKOTOMALALA Ricco Rakotomalala Tutoriels Tanagra - http://tutoriels-data-mining.blogspot.fr/ 1

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• Data analysis
• Sampling
• Hypothesis testing
• Cross-validation
• Estimation theory
• Sample size determination
• Variance
• Statistical hypothesis testing
• Bootstrapping
• Statistics
• Statistical inference
• Machine learning

MARKET BASKET ANALYSIS Ricco RAKOTOMALALA Ricco Rakotomalala Tutoriels Tanagra - http://tutoriels-data-mining.blogspot.fr/

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Transforming a continuous attribute into a discrete (ordinal) attribute Ricco RAKOTOMALALA Université Lumière Lyon 2 Ricco Rakotomalala

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Ricco RAKOTOMALALA Ricco Rakotomalala Tutoriels Tanagra - http://data-mining-tutorials.blogspot.fr/

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(Predictive Discriminant Analysis) Ricco RAKOTOMALALA Ricco Rakotomalala Tutoriels Tanagra - http://data-mining-tutorials.blogspot.fr/

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