Bootcamp de Agentes de IA: Crea Chatbots Inteligentes

Course Overview

• Course Title: Bootcamp de Agentes de IA: Crea Chatbots Inteligentes
• Instructor: Vivian Aranha
• Target Audience:
  • Developers
  • Data Analysts
  • AI Enthusiasts
  • Professionals interested in AI automation solutions
• Prerequisites:
  • Basic programming knowledge in Python (useful but not mandatory)
  • Familiarity with command-line tools (useful but not mandatory)
  • Basic understanding of logic and problem-solving
  • Basic knowledge of machine learning concepts (beneficial but not necessary)
  • Basic knowledge of JSON, text processing, or web scraping (useful but not necessary)
  • No prior AI experience required

Curriculum Highlights

• Key Topics Covered:
  • Creating AI agents for task automation
  • Developing AI models for dynamic conversation systems
  • Implementing automation bots for task management
  • Using local databases like FAISS for knowledge storage
  • Integrating voice-to-text and text-to-voice functions
  • Designing chatbots with long-term memory
  • Developing web assistants with Streamlit
  • Creating document readers for PDF extraction and summarization
  • Building personal finance trackers for local analysis
  • Enhancing AI models with prompt engineering techniques
• Key Skills Learned:
  • Automating tasks with AI agents
  • Building dynamic conversation systems
  • Managing tasks with AI-driven bots
  • Storing and processing knowledge locally
  • Adding voice interaction to AI agents
  • Maintaining context in chatbot conversations
  • Creating interactive web interfaces for automation
  • Extracting and summarizing information from documents
  • Analyzing personal finances with local AI tools
  • Improving AI model responses with prompt engineering

Course Format

• Duration: 2 hours on-demand video
• Format: Self-paced online course
• Resources:
  • 6 downloadable resources
  • Access on mobile and TV
  • Certificate of completion