🎓 Our training programs – compliant with MSUES
We provide professional IT training services in accordance with the Małopolska Standards of Educational and Training Services (MSUES).
We guarantee:
measurable learning outcomes,
needs assessment before each course,
experienced trainers with industry background,
transparent recruitment, evaluation and complaints procedures.
🎯 Our Mission and Goals
Our mission is to support the development of digital and technical skills through practical, accessible, and modern IT training.
Our goal is to prepare participants for real-world job market challenges – both in terms of technical skills and career planning.
💡 Our Values and Best Practices
Practical focus – we teach by doing, using real scenarios and hands-on tasks.
Accessibility – flexible online learning formats, available regardless of location.
High quality – we work with industry experts and regularly update our programs to match market trends.
Ethics and inclusion – we ensure transparency, equal opportunity, and a supportive learning environment for all.
📚 Teaching Methods
We apply a “learning by doing” approach, combining lectures, workshops, homework assignments, and Q&A sessions.
Courses are delivered in small groups, with access to online materials and personalized feedback.
💡 Certified Training: Data Engineering – Fundamentals – 3,999 PLN
Duration: 20 teaching hours (online)
Format: live classes + practical exercises
For whom: beginners, data analysts, junior IT professionals
Learning outcomes:
basics of designing data pipelines (ETL) in Python
introduction to Big Data tools (PySpark)
saving and reading data from the cloud (Azure, Databricks)
📩 Detailed program available on request
💡 Certified Training: Data Engineering – Advanced Fast-Track (Cloud + API) – 9,999 PLN
🕒 Duration: 50 teaching hours (online)
📚 Format: live classes + intensive practical exercises
👥 For whom: individuals with basic knowledge of Python and databases, data analysts aiming to move into Data Engineering, junior IT professionals seeking to develop skills in cloud and big data
Learning outcomes:
✅ designing advanced data pipelines (ETL/ELT) in Python and PySpark
✅ building and consuming REST APIs and integrating API data into data pipelines
✅ data processing in the cloud (Azure Data Factory, Databricks, Synapse)
✅ performance optimization of queries on large volumes of data
✅ deploying and monitoring data pipelines in cloud environments
✅ managing data in cloud storage (Data Lake, Blob Storage)
✅ automating data engineering processes using CI/CD
✅ implementing Data Governance and fundamental data security in the cloud
💡 Certified Training: AI – Practical and Technical Applications – 3,999 PLN
Duration: 20 teaching hours (online)
Format: lectures + AI labs
For whom: individuals interested in AI, beginner IT professionals
Learning outcomes:
building and testing simple machine learning models
applying AI in data analysis and automation
overview of tools: scikit-learn, Hugging Face
📩 Program available on request
💡 Certified Training: Programming – Practical and Technical Approach (Fundamentals) – 4,999 PLN
Duration: 24 teaching hours (online)
Format: coding workshops + homework assignments
For whom: individuals learning to program, junior developers
Learning outcomes:
writing and debugging code (Python/JavaScript)
working with Git, VS Code, and development environments
step-by-step building of simple applications
📩 Course outline available on request
💡 Certified Training: IT Career – How to Start Earning Quickly and Effectively? – 3,999 PLN
Duration: 15 teaching hours (online)
Format: mentoring sessions + career workshops
For whom: individuals entering the IT industry or looking to change careers
Learning outcomes:
building a CV and technical portfolio
preparing for job interviews
discovering the most profitable IT career paths
💡 Certified Training: Bootcamp Data Science & Data Analysis with Visualizations – 9,999 PLN
🕒 Duration: 65 teaching hours (online)
📚 Format: live classes + intensive practical exercises + final project
👥 For whom: beginners and intermediate professionals in data analysis, business analysts, IT specialists aiming to enter the world of Data Science
Learning outcomes:
✅ data exploration, cleaning, and preparation (EDA) in Python
✅ statistical data analysis and business insights
✅ creating advanced and interactive visualizations in Python
✅ building and evaluating predictive models (regression, classification, decision trees, ensemble methods)
✅ automating data analysis and generating reports
✅ working with large datasets in cloud environments (Databricks, Google Colab)
✅ developing a complete Data Science project from A to Z
💡 Certified Training: Bootcamp Data Engineering – 10,999 PLN
🕒 Duration: 80 teaching hours (online)
📚 Format: live classes + intensive practical exercises + final project
👥 For whom: individuals with basic knowledge of Python and SQL, data analysts aiming to move into Data Engineering, junior IT professionals seeking to develop skills in cloud and big data
Learning outcomes:
✅ designing and implementing scalable ETL/ELT pipelines in Python and PySpark
✅ integrating data from APIs and working with data streaming
✅ working with large datasets in the cloud (Azure, Databricks, AWS)
✅ building and managing Data Lakehouse architecture
✅ optimizing data processing and costs in cloud environments
✅ automating data engineering processes (CI/CD)
✅ ensuring data security and implementing Data Governance
✅ delivering a comprehensive Data Engineering project
📩 Detailed program available on request
📝 Detailed syllabi, regulations and trainer qualifications are available upon request — contact us at: dataexplainedit@gmail.com
🛠️ Looking for a different training?
We design customized training courses — both open and closed — based on your organization’s needs.
We can deliver training in areas such as:
data analysis, AI and cloud technologies,
digital skills for NGOs and local governments,
professional development for neurodivergent individuals,
communication and management in diverse teams.
📬 Contact us at: dataexplainedit@gmail.com