Technologies / Data & Analytics

Data analysis from the ground up

The training introduces participants to the world of data analysis, focusing on the practical use of analytical tools and techniques. The program combines theoretical lectures with intensive practical workshops, during which participants work on real data sets. Classes are conducted in an interactive format, with an emphasis on solving practical analytical problems.

Issues

CRISP-DM methodology in data analysis
Data cleaning and preparation techniques
Descriptive statistics and statistical inference
Data visualization and dashboard creation
Predictive modeling
Time series analysis
Validation of analytical models
Reporting and presentation of results
Data warehouses and analytical databases
Python/R in data analysis
Business Intelligence Tools
Ethics in data analysis

Benefits

The participant will gain the ability to independently carry out a complete data analysis process from data acquisition to presentation of results
Will develop practical skills in preparing and cleaning data for further analysis
Will learn to apply appropriate statistical techniques to solve real business problems
Will gain the knowledge to effectively interpret and present analysis results
Will be able to identify and correct data quality problems
Will master the basics of data visualization and creating compelling analytical reports

Who is this training for?

Business analysts starting to work with large data sets

Reporting professionals looking to expand their competencies

Programmers interested in data analysis

BI staff implementing new analytics solutions

Analytical project managers

Subject matter experts looking to understand data analysis processes

Data scientists starting their careers in the industry

Prerequisites

Basic knowledge of mathematics at the high school level
Ability to think logically and solve problems
Basic knowledge of spreadsheets
Knowledge of basic statistics will be an added advantage

Training program

Data analysis process from acquisition to visualization
Data types and their characteristics
Data quality and methods to improve it

Techniques for importing data from various sources
Identification and handling of missing values
Normalization and standardization of data

Exploratory analysis
Descriptive statistics and their interpretation
Visualization of variable distributions
Correlation and dependency analysis

Advanced analysis techniques
Fundamentals of statistical modeling
Dimensionality reduction techniques

Basics of forecasting

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

Frequently asked questions

What are the prerequisites for this training?

For Data analysis from the ground up we recommend: Basic knowledge of mathematics at the high school level; Ability to think logically and solve problems; Basic knowledge of spreadsheets.

What is the format and duration of this training?

The training lasts 6 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: Business analysts starting to work with large data sets; Reporting professionals looking to expand their competencies; Programmers interested in data analysis.

What practical skills will I gain from this training?

You will gain the ability to independently carry out the complete data analysis process — from data acquisition and cleaning, through applying statistical techniques, to presenting results. You will be able to identify data quality issues and correct them effectively.

Do I receive a certificate after completing this training?

Yes, upon successful completion you receive an EITT certificate confirming your skills in data analysis. The certificate is recognized by employers in the IT industry.

Can this training be customized for our organization?

Yes, we offer customized versions of this training tailored to your organization's specific needs, technology stack, and skill levels. Contact us to discuss a personalized program.