Data Mining Projects

Data mining projects are usually developed for college final year students

• Data Mining will help us to the process of prediction and classification
• A few of data mining tools are used to develop such concepts

Data Mining:

• Extraction of interesting information or patterns from data in large databases
• Data warehousing and online analytical processing
• Exploration and analysis which is performed by the way of automatic or semi-automatic of large quantities of data in order to discover meaningful patterns            

DATA MINING PROJECTS

Data Mining Projects Need:

• Competitive Pressure is strong
• Lots of data is being collected and warehoused
• Data Explosion Problem
  

Process Steps of Data Mining:

• Data integration
• Data Selection
• Data Cleaning
• Data Transformation
• Data Mining
• Pattern Evaluation
• Knowledge Presentation

Data Mining Projects Applications:

• Risk Analysis and Management
• Intelligent Query Answering
• Fraud Detection and Management
• Text mining
• Image, Video and Speech
• Credit card analysis
• Market Analysis and Management
• Power usage analysis

Data Mining Tasks:

• Prediction Task
• Description Task

Functionalities of Data Mining:

• Outlier Analysis
• Classification and Prediction
• Evolution Analysis
• Cluster Analysis
• Association Analysis

Issues in Data Mining:

• Performance and Scalability
• Mining Methodology & User Interaction
• Related to applications and social impacts

Data Mining Tools:

• Weka
• Wordnet
• Natural Language Processing (NLP)
• Rapid Miner
• Orange

Data Mining Projects