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