AI-1

AI or advanced statistical methods in Engineering - how to avoid technological traps?

Course aim:

The training aims to help understand, but also to show participants how to use AI in engineering work. The course also aims to make them aware of when it would be better to use classic solutions - advanced analytical methods.

After completing the training, the participant:

Knows advanced AI methods that expand knowledge in this area and organize statistical knowledge
Is able to better control the quality and efficiency of their production processes
Knows what benefits advanced data analysis can bring to the work of an engineer
Knows the actual tools and methods of data analysis used in the industry

Target group:

Engineers
Maintenance leaders and technical managers
Data analysts and other people responsible for implementing advanced data analysis methods in the industry

Course type

Open training

Course level

AI-1

Duration

2 days, 14h

Prerequisites

Technical sense. Very good computer skills in MS - Windows and Excel. Basic statistical knowledge

Location

Engineering Training Center in Gliwice or customer's headquarters
See the laboratory

Dates

Rok 2026

Terms, costs of participation, location and training program are being set individually with the customer

Dates

Please contact us

Schedule

day 1 hour 9.00 - 16.00
day 2 hour 8.00 - 15.00

Price

Highlights

A certificate of completion
Training script
Writing aids (pen, notebook) - regarding stationary training
Complete care of idividually assigned customer service person
Participant Cards with discounts to partner restaurants / pubs in Gliwice (regarding stationary training)

Catering

Participants of training courses at our center receive unlimited access to the Cechownia Cafe coffee bar and a two-course lunch.
More information

Contact

tel.: 0048 32 4111 000
e-mail: info@emt-systems.pl

Closed trainings

This course is also available as a closed training where the dates, price, locations and the content is settled individually with the Client.

Certificate

After completing the training, each participant receives a personalized bilingual certificate that descriptively confirms the acquired skills in accordance with the PN-EN ISO 9001:2015 quality management system implemented at EMT-SYSTEMS Sp. z o.o., supervised and certified by TUV Nord Polska.
More information

Accommodation

List of hotels near the training location

Please contact us on:

0048 32 4111 000

info@emt-systems.pl

should you have any questions on the course you have chosen

Course program

Day 1

Introduction to Artificial Intelligence and Its Applications in Engineering
- AI definition and basics
- The role of advanced analytics in production processes
- Examples of AI applications in industry
Advantages of advanced statistical methods over AI in solving engineering problems
- Benchmarking – When AI might be overkill and when it makes sense to use classical statistical approaches
- Case Studies – Examples where classical statistical methods have outperformed AI-based solutions
- How to assess whether AI is suitable for solving an engineering problem
- Discussion of AI methods in the context of anomaly detection
  - Data types and analysis
  - Data validation and cleaning
  - Data management in the context of AI and statistics
  - Machine Learning and statistical analysis
  - Machine Learning methods
  - Statistical methods

Day 2

Practical workshops – evaluation and comparison of methods on real cases
- Workshop 1: Errors and failures in AI implementation
- Workshop 2: Analysis and detection of anomalies based on production process data
- Workshop 3: Failure prediction
- Workshop 4: Problem solving using AI
- Workshop 5: Problem solving using statistical methods
Strategy for implementing AI and advanced statistical methods in industry – success factors for AI implementation in industry
Evaluation and optimization of AI and statistical solutions in industry – maintenance, monitoring and continuous improvement of systems
The Future of AI and Advanced Statistical Methods in Industry – innovation and sustainable development
Implementing a culture of innovation and AI technology adaptation in industrial organizations
- Resistance to change
- Lack of appropriate skills in organizations
- Concerns about data and infrastructure security
- Upfront costs

Laboratory

The training rooms and laboratories are air-conditioned, large, and spacious. The workstations for participants have been specially equipped.

The practical part of the training involves workshops conducted on a "live organism," real examples, and data from various companies—case studies, document analysis.

We provide:

A room with computers
Excel program

About us

Awards References ON-LINE trainings info

Our experts

The trainers have extensive technical knowledge and many years of practical experience, with documented professional work experience and implemented projects. During the training, they present real-life situations they have encountered in their professional careers.

Our trainers are open to suggestions made by the participants. Often, during the training, topics that deviate from the standard program are developed, covering specific aspects of the participants' work.

The courses conducted also lead to the establishment of cooperation between EMT Systems Sp. z o.o. and representatives of industrial plants in the areas of projects, modernization, and the launch of technological lines.

Catering

In addition to the substantive aspect, the comfort of our training participants is very important to us. We provide students with a climatic cafe and restaurant space, which is a place for refreshments and relaxation during breaks. We invite you to use the coffee bar and the modern massage chair!

During each training day, participants receive:

Unlimited access to the Cechownia Cafe coffee bar, serving tea and high-quality freshly ground coffee. The bar is equipped with:
- NECTO Karisma - a professional espresso machine of Italian production.
- THERMOPLAN BW 4 - a professional espresso machine made in Switzerland.
These are coffee machines used in the best coffee shops. According to your taste, we serve unique types of coffee - Cappuccino, Espresso, Americano, Caffe Latte and Turkish coffee. Training participants can also use unlimited sparkling and still water, juices and sweets.

Two-course dinner - a combination of traditional, home-made flavors with meals served in restaurants.

Until 4:00 PM in the cafe on the first floor you can also buy fresh sandwiches, cakes, sweet and salty snacks and cold drinks. After training - from 4:00 PM - we invite you to try the delicious dishes of the Cechownia Restaurant, prepared by the best chefs in Gliwice.