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Structured lectures for Python development, AI systems, and Cybersecurity |
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This repository hosts a collection of structured lectures and practical implementations for Python development and AI systems.
Building the next generation of intelligent systems using LLMs and Agentic workflows.
- AI Agent: Autonomous systems that can reason and act.
- Education Assistant: Our flagship project featuring Hybrid AI (Gemini + Local Ollama).
- AI-Augmented Development: Using AI to accelerate the software development lifecycle.
- AI Security: Protecting AI models and using AI for incident response.
- Vertical RAG: Specialized Retrieval-Augmented Generation for industry-specific data.
A comprehensive journey from the basics to advanced office automation and cybersecurity.
- 00. Pre-courses: Environment setup, PyCharm, and troubleshooting.
- 01. Data Collector: Learning to gather data via APIs (yfinance, Binance) and Scraping (Premier League, Weather).
- 02. Web Development: Building backends with FastAPI and frontends with Node.js.
- 04. Office Automation: Automating Jira, Conference controls, and SMTP email services.
- 08. Cybersecurity: Implementing authentication, encryption, and network scanners.
Modern security strategies for enterprise and personal digital defense.
- Enterprise Cybersecurity Strategy: Zero Trust, Cloud Security, AI Governance
- Personal Digital Defense & Privacy: Identity Protection, Anti-Fraud, Smart Home Security