Data Mining
Corso
Online
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Descrizione
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Tipologia
Corso
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Metodologia
Online
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Inizio
Scegli data
Il corso può essere fornito con tutti gli strumenti, compreso il software e le applicazioni di data mining open source gratuiti
Machine Translated
Sedi e date
Luogo
Inizio del corso
Inizio del corso
Profilo del corso
Fair knowledge about relational data structures, SQL
Opinioni
Materie
- Open source
- Data Mining
Programma
Introduction
- Data mining as the analysis step of the KDD process ("Knowledge Discovery in Databases")
- Subfield of computer science
- Discovering patterns in large data sets
- Artificial intelligence
- Machine learning
- Statistics
- Database systems
- Database and data management aspects
- Data pre-processing
- Model and inference considerations
- Interestingness metrics
- Complexity considerations
- Post-processing of discovered structures
- Visualization
- Online updating
- Automatic or semi-automatic analysis of large quantities of data
- Extracting previously unknown interesting patterns
- groups of data records (cluster analysis)
- unusual records (anomaly detection)
- dependencies (association rule mining)
- Anomaly detection (Outlier/change/deviation detection)
- Association rule learning (Dependency modeling)
- Clustering
- Classification
- Regression
- Summarization
- Able Danger
- Behavioral analytics
- Business analytics
- Cross Industry Standard Process for Data Mining
- Customer analytics
- Data mining in agriculture
- Data mining in meteorology
- Educational data mining
- Human genetic clustering
- Inference attack
- Java Data Mining
- Open-source intelligence
- Path analysis (computing)
- Reactive business intelligence
Hai bisogno di un coach per la formazione?
Ti aiuterà a confrontare vari corsi e trovare l'offerta formativa più conveniente.
Data Mining