Technologies / Data & Analytics

Data Mining and Data Analysis

Advanced training on Data Mining techniques and data analysis, combining theory with practice. The course covers full data exploration cycle: from data preparation and cleaning, through analysis and modeling, to result interpretation and visualization. Participants learn various techniques and tools, working on real datasets.

Why choose this training?

Modern organizations increasingly need specialists, technical competencies have become a critical asset. Advanced training on Data Mining techniques and data analysis, combining theory with practice.

Upon completion, participants will be able to: Practical Data Mining technique knowledge, Ability to work with large datasets, Knowledge of analytical tools, Ability to interpret results. These competencies directly translate into higher effectiveness in IT projects.

This training is particularly valuable for: Data analysts, Data Scientists, Business Intelligence specialists.

What makes our approach unique?

EITT combines theoretical knowledge with intensive practical workshops. Over 4 days of intensive training, participants work on real-world examples and scenarios, ensuring not only theoretical understanding but practical application skills.

With over 2,500 trainings in our portfolio and a 4.8/5 participant rating, EITT is a trusted partner in IT competency development for organizations of all sizes. Our trainers are experienced practitioners who share up-to-date knowledge and proven solutions.

Looking for training tailored to your team’s needs? Contact us — we’ll prepare a program customized to your requirements.

Benefits

Practical Data Mining technique knowledge
Ability to work with large datasets
Knowledge of analytical tools
Ability to interpret results
Data visualization skills
Predictive modeling competencies

Who is this training for?

Data analysts

Data Scientists

Business Intelligence specialists

Business analysts

Statisticians

Research and development specialists

Prerequisites

Statistics fundamentals
SQL knowledge
Programming basics (Python/R)
Laptop with min. 16GB RAM
Installed analytical environment
Basic algebra knowledge

Training program

Data and analysis types
Environment setup
Data preparation

Variable transformation
Missing value handling
Exploratory analysis
Descriptive statistics
Data visualization
Pattern detection
Predictive modeling

Classification
Model validation
Unsupervised learning
Cluster analysis
Association rules
Dimensionality reduction
Time series analysis

Network analysis
Solution implementation
Analysis automation
System integration
Result reporting

Practical application

Result presentation

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?

For Data Mining and Data Analysis we recommend: Statistics fundamentals; SQL knowledge; Programming basics (Python/R).

What is the format and duration of this training?

The training lasts 4 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; Data Scientists; Business Intelligence specialists.