AI Practitioner

For technical professionals who want to design, implement, and deploy AI applications into operational environments.

Book now
3-day intensive training

Overview

The AI Practitioner training is aimed at technical professionals who want to design, train, and deploy AI models in practice. From the basics of modern machine learning architectures to best practices for deployment and monitoring, this training provides hands-on insights into building AI systems with common tools and frameworks.

Hands-on development

Learn to build AI models independently with common tools and frameworks.

Optimize and adapt

Understand how models are trained, validated, and tailored to specific requirements.

From prototype to product

Deploy AI applications into production, including deployment and monitoring.

Using state-of-the-art

Get to know the latest techniques and align with best practices.

Target audience

  • (Future) AI officers and AI compliance officers
  • AI coordinators and managers
  • Employees who implement or operate an AI management system
  • Professionals and executives who want to establish a legally compliant and responsible use of AI

Content

Module 1 - Overview of AI technologies and application architectures

  • Classification: traditional AI, machine learning, deep learning, generative AI
  • Typical architectural components of AI systems
  • Overview of common AI frameworks and platforms (without coding exercises)
  • Criteria for tool selection based on project requirements

‍

Module 2 - Data as the foundation of AI

  • Data types and sources (structured and unstructured)
  • Basics of data preparation (cleaning, labeling, transformation)
  • Data quality and data governance
  • Ethical aspects and data protection in data usage

‍

Module 3 - Model types and selection criteria

  • Supervised, unsupervised, and reinforcement learning — conceptual comparison
  • Overview of common model families (decision trees, linear models, neural networks, transformers)
  • Selecting suitable models for specific use cases
  • Trade-offs: accuracy, computational effort, interpretability

‍

Module 4 - Generative AI in practice

  • Basics of generative models (text, image, audio, video)
  • Prompt engineering as a strategic tool
  • Integration of LLMs into applications via APIs (conceptual)
  • Typical use cases and limitations

‍

Module 5 -Testing, validating, and optimizing

  • Evaluation metrics for AI models (accuracy, precision, recall, F1-score) — explained conceptually
  • Avoiding overfitting and bias
  • Iterative improvement process
  • Documentation and traceability

‍

Module 6 - Deployment and operations

  • Transitioning from prototype to production system
  • Integration into existing IT environments (conceptual overview)
  • Monitoring and maintaining AI models
  • Managing model aging (model drift)

‍

Practical workshop

  • 3 hands-on exercises
  • Group discussion

‍

Exam preparation

  • Sample exam

Prerequisites

  • Participation does not require any specific prerequisites.
  • Recommended: Basic knowledge in data analysis and understanding of fundamental IT and software concepts.
  • Attending the AICCI AI Foundation beforehand will make it easier to get started.

Certification

Official AICCI certificate with the title "AI Practitioner (AIPR)"

  • Exam format: multiple choice (one or more correct answers)
  • Language: German or English
  • Duration: 60 minutes
  • Number of questions: 40
  • Passing score: at least 65 percent correct answers
In-house training required?
We also offer all training courses as in-house training for your company.
Get in touch
2490
EUR
excluding VAT
and optional exam fee
Duration
3-day intensive training
Exam
AICCI AI Practitioner
Location
Online
Select dateDownload brochure

Upcoming dates

Date
Guaranteed date
Location
Language
Price*
Exam*/**
Dates will be published soon.
Dates will be published soon.
* All prices in euros, excluding VAT
** Participation in the exam is optional

FAQs

Who are Bactrya training courses suitable for?
Our programs are aimed at anyone who is interested in artificial intelligence, is already working in this area or sees their professional future in it. Specialists, project managers and managers are addressed.
What previous knowledge do I need?
Foundation training does not require any special previous knowledge. Basic IT skills are helpful, but you can also balance them with your own preparation. Advanced programs may require certain knowledge. Details can be found on the respective course pages.
What proof of completion do you provide?
Regardless of whether you take the exam, we issue a Certificate of Attendance to all participants after every training course. You will also always receive a Certificate of Attendance from Bactrya for workshops. For programs that include an exam, an official certificate can additionally be obtained.
Will I receive a certificate if I complete the training?
After attending a training course, you will first receive a Certificate of Attendance from Bactrya. If you also take the optional exam and pass it successfully, you will receive an official certificate issued by AICCI or Austrian Standards, confirming the knowledge you have acquired.
How does a training course work?
Our training courses are hands-on and clearly structured. After a brief introduction to the topic, you will build solid knowledge step by step. This is supported by practical examples, interactive elements, and exchange with other participants. At the end, we answer any open questions, go through sample exam questions together, review the key content, and discuss common topics and typical questions.
‍
Depending on the date, the training takes place online or in person. You can find detailed information about the agenda on the respective course page.
Are the training courses online or on-site?
By default, our training courses take place online. On-site sessions can be arranged upon request.
Können ganze Teams geschult werden?
Yes. We offer tailored programs for companies that want to upskill entire teams or departments in the field of artificial intelligence. We will be happy to pepare an individual offer. Contact us to get started.
In which languages are the training courses available?
All training courses are available in German and English. Both language versions are equivalent in content and meet the same quality standards. Additional languages are planned. Please refer to the individual training dates to see which language the session will be delivered in.
Wie kann ich meine Teilnahme bezahlen?
Die Bezahlung erfolgt per Überweisung. Sie können zwischen Vorauszahlung und Zahlung auf Rechnung wählen. Diese Regelung gilt für alle Schulungen und Workshops von Bactrya. Die Rechnung ist vor Beginn der Veranstaltung zu begleichen.
Kann ich meine Teilnahme stornieren?
Eine kostenfreie Stornierung ist bis 15 Werktage vor Beginn der Schulung möglich. Erfolgt die Stornierung später oder erscheint der/die Teilnehmende nicht, wird die volle Teilnahmegebühr fällig. Diese Regelung gilt auch für Schulungen, die im Rahmen eines Schulungspakets gebucht wurden.

Hands-on AI Consulting