Training Exploring GPT models: from GPT-3 to GPT-4
Practical information about training
- CATEGORY: Technologies
- SUBCATEGORY: AI
- TRAINING CODE: IT-AI-111
- DURATION: 2 days
- PRICE INFORMATION from: 2450 PLN net
- LANGUAGE OF TRAINING: polish
- FORM OF IMPLEMENTATION: stationary, online
Training description
An advanced training course dedicated to the practical use of GPT models in business and scientific projects. The program includes a detailed discussion of the architecture, capabilities, and limitations of the GPT family of models, with particular emphasis on the latest versions. Participants, through practical workshops, will learn methods for working effectively with APIs, tuning models and integrating them into their own applications. The class combines theory with intensive programming and experimentation on real use cases.
Participant profile
- AI engineers working with language models
- Developers integrating AI solutions
- Architects of solutions using LLM
- Language model researchers
- Specialists in process automation using AI
- Developers of NLP-based applications
- Product managers of AI solutions
Agenda
- Foundations of GPT models
- Transformer architecture in GPT models
- Evolution of models from GPT-3 to GPT-4
- Mechanisms of attention and context processing
- Capabilities and limitations of different versions
- Practical applications of GPT
- Designing effective prompts
- Context and memory management
- Techniques for controlling the behavior of the model
- Optimize cost and efficiency
- Integration with applications
- Implementation of communication with the API
- Response and error handling
- Management of tokens and restrictions
- Monitoring and logging of interactions
- Advanced techniques and optimization
- Fine-tuning models on their own data
- Combining GPT with other AI models
- Implementation of security features and filters
- Scaling solutions in manufacturing
Benefits
The participant will gain a deep understanding of the operation and capabilities of GPT models of different generations. Will develop practical skills in designing effective interactions with language models. Will learn to implement advanced solutions using GPT APIs in production projects. Will learn cost and performance optimization techniques for working with language models. Will be able to develop secure and scalable GPT-based applications. Will gain the ability to combine the capabilities of different AI models to create advanced solutions.
Required preparation of participants
- Knowledge of the basics of natural language processing
- Experience in programming web applications
- Basic knowledge of language models
- Understanding the concept of machine learning
Issues
- GPT model architecture
- Design of engineering prompts
- Context management in LLM models
- Optimizing the use of tokens
- Model fine-tuning techniques
- Security in AI applications
- Monitoring model performance
- Integration with production systems
- Scaling GPT-based solutions
- Operational cost management
- Best practices in GPT projects
- Ethical aspects of the use of LLM
Do you have any questions?
Feel free to contact us.
Justyna Kalbarczyk
+48 516 098 221
justyna.kalbarczyk@eitt.academy
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.
Justyna Kalbarczyk
+48 516 098 221
justyna.kalbarczyk@eitt.academy
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 everyone) you can sign up directly through the application form available on the page of the given training. If you are interested in closed training (dedicated to employees of a single company), please contact us directly by email or telephone - we will prepare an offer tailored to your needs.
The standard training price 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 listed 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, custom-designed training courses - according to the individual needs and business objectives of a given organization. If you are interested in a topic outside our regular offer 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 feedback.
- One-pager invitation with deadlines
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- Communication and Cooperation. Conflict management
- Motivating, engaging and difficult decisions in business
- Managing Change and Innovation. Leadership in crisis
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- Best practices workshop - retrospective; creating a coherent program for middle and lower management levels