Course not currently available
Data Mining Training Course
Course
Online
Description
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Type
Course
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Methodology
Online
Course can be provided with any tools, including free open-source data mining software and applications
About this course
Fair knowledge about relational data structures, SQL
Reviews
Subjects
- Computing
- Data Mining
- Java
- Database training
- Statistics
- Fishing
- Systems
- Industry
- Data Management
- Business Intelligence
Course programme
- 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
Additional information
Data Mining Training Course