Technologies / Data & Analytics

Knowledge Discovery in Databases (KDD)

This training presents the complete process of Knowledge Discovery in Databases (KDD), from data preparation to results interpretation. Participants will learn advanced data exploration techniques and machine learning in the context of large dataset analysis. Practical workshops constitute 70% of training time, providing solid foundations for independently conducting Data Mining projects.

Required Participant Preparation

Basic knowledge of statistics
Experience working with databases
Basic programming knowledge
Understanding of business processes

Benefits

Ability to design and implement KDD processes
Knowledge of advanced data exploration techniques
Practical knowledge of machine learning
Ability to interpret and present analysis results
Ability to select appropriate analytical methods
Knowledge of best practices in Data Mining projects
Training completion certificate

Who is this training for?

Data analysts wanting to expand knowledge with advanced techniques

Business Intelligence specialists

Data Scientists

Database solution architects

Analytical application developers

Researchers involved in data analysis

Machine learning specialists

Training program

KDD process stages
Data preparation and cleaning
Selecting appropriate analysis methods
Data Exploration Techniques

Association rules
Classification and prediction

Advanced Analysis Methods
Machine learning in KDD

Decision trees

Practical KDD Applications
Customer behavior analysis

Risk analysis
Business process optimization

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Training Topics

Frequently asked questions

What are the prerequisites for this training?

The Knowledge Discovery in Databases (KDD) training does not require specialized prior knowledge. Basic IT knowledge is sufficient.

What is the format and duration of this training?

The training lasts 3 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Data analysts wanting to expand knowledge with advanced techniques; Business Intelligence specialists; Data Scientists.