Specialized technical training

Program modules

1. Session 1LLM fundamentals and ecosystem
2. Session 2Hardware and environment setup
3. Session 3Ollama, vLLM and LM Studio
4. Session 4Quantization and fine-tuning
5. Session 5RAG – Retrieval-Augmented Generation
6. Session 6Prompt engineering and LangChain
7. Session 7Enterprise integration and final project

What you will achieve

• Deploy LLMs on local infrastructure without cloud
• Build complete RAG systems for corporate knowledge bases
• Optimize models with quantization and LoRA/QLoRA
• Deploy production APIs with vLLM
• Create 100% offline private virtual assistants
• Evaluate the ROI of local AI vs cloud services
• Final deliverable: functional corporate knowledge base

Program modules

1. Module 1Fundamentals and hardware (embedded processors, flashing, UART debug)
2. Module 2Gateway administration and networking
3. Module 3systemd services, boot process and reliability
4. Module 4Practical security (hardening, firewall, backups)
5. Module 5Hardware integration: GPIO, I2C, RS-485/Modbus
6. Module 6Radio and telemetry with LoRa/LoRaWAN
7. Module 7Edge-to-Cloud architecture (offline-first, SQLite, MQTT)
8. Module 8Observability, Ansible and deployment

What you will achieve

• Install and harden embedded Linux on different architectures
• Control sensors and actuators from Linux (I2C, SPI, UART)
• Implement RS-485/Modbus communication with industrial PLCs
• Design IoT gateways with an offline-first strategy
• Automate deployments with Ansible across a device fleet
• Configure point-to-point LoRaWAN telemetry
• Final deliverable: functional industrial gateway in production

Program modules

1. Session 1PCB fundamentals and IPC standards
2. Session 2CAD software and professional workflow
3. Session 3Schematic design and netlist
4. Session 4Advanced layout – IPC-2221
5. Session 5Multilayer PCB and controlled impedance
6. Session 6Signal integrity and EMC
7. Session 7Design for Manufacturing (DFM)
8. Session 8DRC, Gerbers and documentation
9. Session 9Final integration project (8 h)

What you will achieve

• Design professional PCBs compliant with IPC-2221/2222
• Apply DFM to reduce manufacturing costs
• Perform 2, 4 and 6-layer layouts with technical criteria
• Design for high speed with controlled impedance
• Reduce EMI using advanced layout techniques
• Generate Gerber files ready for manufacturing
• Final deliverable: 4-layer PCB with complete documentation

Program modules

1. Module 1Splunk fundamentals and implementation
2. Module 2Administration, users and configuration
3. Module 3Data ingestion and processing
4. Module 4SPL language – 50+ real queries
5. Module 5Dashboards and visualization
6. Module 6Common Information Model (CIM)
7. Module 7Distributed architectures and HA
8. Module 8Final project: complete operational monitoring

What you will achieve

• Install Splunk in standalone and distributed environments
• Ingest logs from multiple sources (Linux, Windows, APIs)
• Master the SPL language with 50+ practical queries
• Design interactive executive dashboards
• Configure real-time alerts and threat detection
• Implement high-availability architectures
• Final deliverable: operational monitoring/SIEM solution