📅 2024-09-28 — Session: Development of AI and Data Project Proposals
🕒 22:05–23:55
🏷️ Labels: AI, Nosql, Automation, Data Analysis, Python, Reports
📂 Project: Dev
⭐ Priority: MEDIUM
Session Goal
The goal of this session was to explore and develop proposals for AI and data projects that showcase skills in data usage, AI, and modern tools.
Key Activities
- Proposed various ideas for AI and data projects, including a data explorer prototype, automatic report generation, a data-based chatbot, trend detection, and future scenario simulations.
- Detailed a system for generating automatic reports from NoSQL data, including steps for exploratory data analysis (EDA) and automation.
- Developed a project to parse legal resolutions and extract structured data into a NoSQL schema, focusing on accuracy and schema design.
- Outlined frameworks for generating reports from JSON data and methods for entity extraction and data aggregation.
- Provided Python code snippets for n-gram frequency calculation from NoSQL JSON data and addressed JSON file loading issues in Python.
- Analyzed the structure of JSON data for consistency and complexity, highlighting areas for improvement in data extraction and normalization.
Achievements
- Established a comprehensive framework for AI and data project proposals.
- Developed a detailed workflow for automatic report generation from NoSQL data.
- Created a schema design for legal resolution data extraction.
- Provided solutions for JSON data handling in Python.
Pending Tasks
- Implement the proposed AI and data projects.
- Continue refining the schema design for legal resolutions.
- Further develop the report generation framework from JSON data.
Labels
AI, NoSQL, Prototipos, Automatización, Visualizaciones, Chatbot, Informes Automáticos