AI (Artificial Intelligence) Introduction & Integration Advanced Training

Cui îi este dedicat cursul?

● Software Developers with little to no AI experience
● Technical professionals looking to integrate AI into existing projects
● Project Managers and any other roles interested in understanding the AI capabilities and integration options,from a high-level overview

Cunoștințe și abilități inițiale

The following is a list of the minimal prerequisites required to attend the course:

• The basic knowledge of AI basic training - AI (Artificial Intelligence) Introduction & Integration Training
• Basic programming skills, in any programming language
  • The hands-on examples will be presented in Python, Java and TypeScrip
• Basic understanding of REST APIs access
• Basic familiarity with web applications and the related concepts
• Development environment:
  • Git installed
  • One of the following IDEs installed locally:
    ■ Cursor
    ■ Windsurf
  • pgVector, preferably ran as a Docker container
    ■ We can install it during the course, if needed
     

Prezentarea cursului

The course provides Intermediate to advanced knowledge and hands-on experience with Artificial Intelligence concepts and integration techniques. Participants will learn how to effectively leverage AI technologies to enhance their internal projects, with a focus on practical implementation.

Ce subiecte abordează cursul

• Advanced Module 1: Prompting Techniques and Strategies (1 day, 7 hours)
  ○ Improve the AI integration efficiency and reduce the API costs, through optimized interactions
  ○ Develop project/company-specific prompt templates that ensure consistent, high-quality AI outputs
• Advanced Module 2: RAG and/or MCP Project Implementation (1 day, 7 hours)
  ○ Accelerates production-ready implementation timelines, through proven integration patterns
  ○ Integrate AI capabilities with existing systems, through secure and maintainable architectures
   
• Sessions scheduling:
  ● Each training day is composed of 7 hours; we will have a break at each ~50 minutes
  ● Daily sessions include both theoretical presentations and hands-on practice
  ● Progressive complexity, designed for maximum knowledge retention
  ● Some sessions may take more or less than 50 minutes, depending on their complexity and on the discussions

When completed sequentially, the Advanced Modules feature an integrated project that evolves across both days,
providing a comprehensive understanding of the entire AI integration lifecycle, from strategy to production deployment.