Training Deep Learning in Banking with Python
Practical information about training
- CATEGORY: Technologies
- SUBCATEGORY: AI
- TRAINING CODE: IT-AI-184
- DURATION: 4 days
- PRICE INFORMATION from: 3950 PLN net
- LANGUAGE OF TRAINING: polish
- FORM OF IMPLEMENTATION: stationary, online
Training description
The training presents advanced applications of Deep Learning in the banking sector using the Python language. The program combines the theoretical foundations of deep learning with practical implementations taking into account the specifics of the banking industry. Participants, through practical workshops, learn the process of designing, implementing and deploying Deep Learning models in a banking environment. The classes use real use cases from the banking sector, allowing them to understand the practical aspects of applying artificial intelligence in banking.
Participant profile
- Bank analysts
- Data Scientists in Financial Institutions
- Bank risk specialists
- Banking systems programmers
- Anti-fraud experts
- Compliance analysts
- ML engineers in banking
- Architects of banking systems
Agenda
- Foundations of Deep Learning in Banking
- Specifics of bank data
- Model architecture for banking applications
- Data preparation and validation
- Regulatory requirements
- Applications in key areas
- Credit risk assessment systems
- Fraud detection
- Customer segmentation
- Personalization of banking services
- Advanced modeling techniques
- Recursive networks in transaction analysis
- Models of attention in risk assessment
- Product recommendation systems
- Transfer learning in banking
- Implementation and maintenance
- Integration with banking systems
- Monitoring and auditing of models
- Regulatory compliance
- Security of solutions
Benefits
Upon completion of the training, the participant will be able to design and implement Deep Learning solutions tailored to the requirements of the banking sector. He will gain the ability to implement models that are compliant with banking regulations. He will learn to create fraud detection and risk assessment systems using deep learning. Will be able to build models for customer segmentation and personalization of banking services. Will learn methods for integrating AI solutions into existing banking systems. Will gain the ability to ensure the security and auditability of AI models. Will master techniques for monitoring and updating AI systems in a banking environment.
Required preparation of participants
- Knowledge of Python language
- Basic knowledge of machine learning
- Experience in the banking sector
- Understanding banking processes
Issues
- Deep Learning models in banking
- Bank data processing
- Fraud detection
- Credit risk assessment
- Customer segmentation
- Regulatory compliance
- Safety of models
- AI systems audit
- Performance monitoring
- Integration of systems
- Personalization of services
- Industry best practices
Do you have any questions?
Feel free to contact us.
Klaudia Janecka
+48 539 064 686
klaudia.janecka@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.
Klaudia Janecka
+48 539 064 686
klaudia.janecka@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 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.
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, 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 comments.
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