Training Data analysis from the ground up
Practical information about training
- CATEGORY: Technologies
- SUBCATEGORY: Data and analytics
- TRAINING CODE: IT-DA-214
- DURATION: 6 days
- PRICE INFORMATION from: 2350 PLN net
- LANGUAGE OF TRAINING: polish
- FORM OF IMPLEMENTATION: stationary, online
Training description
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.
Participant profile
- 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
Agenda
- Introduction to data analysis
- Basic concepts and definitions in data analysis
- Data analysis process from acquisition to visualization
- Data types and their characteristics
- Data quality and methods to improve it
- Data preparation and cleaning
- Techniques for importing data from various sources
- Identification and handling of missing values
- Normalization and standardization of data
- Transformation of variables
- Exploratory analysis
- Descriptive statistics and their interpretation
- Visualization of variable distributions
- Correlation and dependency analysis
- Detection of outliers
- Advanced analysis techniques
- Fundamentals of statistical modeling
- Dimensionality reduction techniques
- Methods of grouping data
- Basics of forecasting
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.
Required preparation of participants
- 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
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
Do you have any questions?
Feel free to contact us.
Patrycja Petkowska
+48 735 257 272
patrycja.petkowska@eitt.pl
31 Ząbkowska Street 03-736 Warsaw
Forms of training delivery
Stationary training
- Training at the customer's premises or at a designated location
- Training room equipped with the necessary equipment
- Training materials in electronic form
- Coffee breaks and lunch
- Direct interaction with the trainer
- Networking in a group
- Workshop exercises in teams
Remote training
- Virtual training environment
- Electronic materials
- Interactive online exercises
- Breakout rooms for group work
- Technical support during the training
- Recordings of the session (optional)
Possibility of funding
The training can be financed with public funds under:
- National Training Fund (KFS)
- Development Services Base (BUR)
- EU projects implemented by PARP
- HR Academy Program (PARP)
- Regional operational programs
If you are interested in funding, our team will help you prepare the required documentation.
HAVE A QUESTION?
Contact us for more information about our training, programs and cooperation. We will be happy to answer all your inquiries!
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Do you have any questions?
Feel free to contact us.
Patrycja Petkowska
+48 735 257 272
patrycja.petkowska@eitt.pl
31 Ząbkowska Street 03-736 Warsaw
FAQ - Frequently Asked Questions
We offer training in a variety of tailored formats: onsite (at the client's location or our training center), live online interactive with a trainer, and in a hybrid format. Detailed information about the available delivery forms for a specific training is always included in its description on the website.
Open online trainings usually take place from 9:00 - 17:00 Polish time. In the case of closed trainings dedicated to companies, the schedule is flexible and we arrange it individually with the client to best fit the needs of the organization.
We use proven and popular video conferencing platforms, such as Microsoft Teams and Zoom, to conduct interactive online training. They provide seamless communication, the ability to work in groups and direct contact with the trainer. We provide information about the platform used in a specific training to participants before the training begins.
To comfortably participate in the online training, all you need is a standard computer (desktop or laptop) with stable internet access and an up-to-date version of a web browser installed. We recommend using headphones with a microphone for better sound quality and communication, although this is not absolutely required. Having a webcam is usually not mandatory either.
Yes, each participant receives a set of training materials prepared by our experts. We usually provide them in electronic form (e.g., PDF files) a few days before the start of the training, after confirmation of participation and payment.
Upon successful completion of most of our training courses, participants receive a named EITT Certificate of Completion, confirming the competencies gained. In addition, we offer accredited training courses (e.g., ITIL®, PRINCE2®) that prepare for official internationally recognized certification exams. Information about the type of certificate available after a specific training is always included in the detailed description of the training.
The enrollment process depends on the type of training. For open trainings (open to anyone who is interested), you can sign up directly through the application form available on the page of the particular training. If you are interested in closed training (dedicated to employees of one company), please contact us directly by email or phone - we will prepare an offer tailored to your needs.
As standard, the price of the training includes: participation in classes taught by an experienced trainer-practitioner, a set of original training materials in electronic form, and a named EITT Certificate of Completion. For accredited training courses, the price often also includes the cost of taking the official certification exam. The detailed scope of benefits for a given course is always given in its description.
The preferred form of payment for our training courses is by bank transfer, executed on the basis of an issued pro forma invoice or VAT invoice. Detailed information on payment terms and conditions is provided in the process of confirming the enrollment in the training or can be found in the regulations.
Of course! Our specialty is closed-door training, designed "tailor-made" - according to the individual needs and business objectives of a given organization. If you are interested in a topic outside of our regular offerings or would like to modify the program of an existing course, feel free to contact us. We will be happy to prepare a dedicated solution.
We are flexible and adapt to the client's needs. We can organize closed trainings even for small groups - usually the minimum number of participants is 4 people, and the cost is often calculated for the whole group. Taking care of the highest quality and comfort of learning, in case of very large groups (more than 40 people) we usually recommend dividing into smaller teams to ensure effective interaction.
Your feedback is extremely important to us, as it allows us to continuously improve our offerings. After each training session, we send participants a link to a short online evaluation survey. You can also always contact us directly by email or phone to provide your comments.
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