Technologies / Data & Analytics

Data Science in business - from theory to practice

Intensive workshop training in the practical use of data science in a business environment. The program covers the full cycle of a data science project, from data collection and preparation, through modeling and analysis, to implementation of solutions in a production environment. Classes are conducted in a workshop format using real business cases and current industry tools.

Issues

CRISP-DM methodology
Data preparation
Exploratory data analysis
Machine learning
Predictive models
Validation of models
Implementing solutions
Process automation
Data visualization
Project management
Data science tools
Communication of results

Benefits

Gain practical skills in implementing data science projects in a business environment
About methodologies and best practices in business data analytics
Acquire competence in the area of preparing and implementing analytical models
Visualization and communication of analytical results
To understand how to effectively use data science tools in business practice
Gain the ability to manage the full life cycle of a data science project

Who is this training for?

Data analysts getting started in data science

Business intelligence specialists

Programmers interested in data analysis

Business analysts

Data science project managers

Research and development specialists

Data engineers

Prerequisites

Basic knowledge of programming
Knowledge of descriptive statistics
Experience in data analysis
Basic knowledge of machine learning

Training program

Preparing the work environment

Sources of business data
Data processing and analysis
Data cleaning and transformation
Exploratory data analysis

Data visualization
Modeling and evaluation
Machine learning algorithms

Validation of models
Interpretation of results
Implementing solutions
Preparing the model for production

Performance monitoring
Data science project management

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

Who is the Data Science in business - from theory to practice training for?

This training is designed for professionals looking to develop skills in data science in business - from theory to practice. Required level: intermediate.

How long is the Data Science in business - from theory to practice training?

The training lasts 5. Available in online or on-site format.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.

Can this training be conducted for a closed group?

Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.