Advanced AI Curriculum

Don't Just Code. Build Minds.

We teach you how to build AI Agents, deploy LLMs to the cloud, and integrate Intelligence into every app.

AI Agents
Docker
Cloud Deployment

1. AI-Enhanced MERN Stack

Building Intelligent Web Applications

Smart Frontends
  • AI Integration: Integrating OpenAI API into React.
  • Vercel AI SDK: Streaming AI responses in Next.js.
  • Testing: Writing tests using AI Copilot.
  • Performance: AI-driven code optimization.
AI Backends
  • LangChain.js: Building chains in Node.js.
  • Vector Search: MongoDB Atlas Vector Search implementation.
  • Security: Rate Limiting and securing AI Keys.
  • Real-time: Streaming AI tokens via WebSockets.
DevOps for AI
  • Docker: Containerizing AI Microservices.
  • AWS EC2: Deploying Node/React apps. Cloud
  • CI/CD: GitHub Actions for automated deployment.
  • Cost Monitoring: Tracking API usage limits.

2. Generative AI & LLM Engineering

Mastering the Future of Software

Advanced Python
  • FastAPI: Serving ML Models as APIs.
  • AsyncIO: Handling concurrent requests.
  • Data Prep: Pandas/NumPy for cleaning training data.
Generative AI
  • Prompt Engineering: Advanced techniques (Chain of Thought).
  • RAG: Building "Chat with PDF" using Pinecone & LangChain.
  • Fine-Tuning: Customizing Open Source models (Llama 2).
MLOps & Azure
  • Agent Deployment: Deploying Autonomous Agents.
  • Azure OpenAI: Enterprise-grade AI deployment. Azure
  • Evaluation: Testing LLM accuracy with Ragas.
  • Scaling: Using Celery/Redis for background tasks.

3. .NET Enterprise & AI

Corporate Architecture meets Artificial Intelligence

.NET AI Integration
  • Semantic Kernel: Microsoft's AI SDK.
  • Clean Architecture: Integrating AI into standard patterns.
  • Azure AI Search: Hybrid search implementation.
Secure Enterprise AI
  • IdentityServer: Securing AI Endpoints.
  • Microservices: AI services via RabbitMQ.
  • Monitoring: Tracing AI tokens with App Insights.
Azure DevOps
  • Azure Pipelines: CI/CD for .NET AI apps. CI/CD
  • IaC: Deploying Azure AI resources with Bicep.
  • Serverless: Azure Functions for AI triggers.

Start Your AI Career

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