Fullstack AI Engineering for Web Developers

Level up your web apps by building custom RAG chatbots, autonomous workflow agents, and your own trained neural networks from scratch. Let's turn your code into intelligent systems. * **Build custom chatbots** powered by your own data via RAG * **Develop autonomous AI agents** to automate complex user workflows * **Integrate smart AI APIs** directly into fullstack web applications * **Train and deploy neural networks** from scratch with ease

6 sections ยท 22 lessons

Course outline

AI Basics

  1. AI Landscape
  2. Python Essentials

AI Features

  1. LLM APIs
  2. Prompt Design
  3. Structured Output
  4. Streaming UIs

Data Chatbots

  1. Embeddings
  2. Document Chunking
  3. Vector Search
  4. RAG Chatbot
  5. Chat Memory

Workflow Agents

  1. Tool Calling
  2. Agent Loops
  3. Automations

Neural Networks

  1. Neuron Basics
  2. Data Preparation
  3. Model Training
  4. Fine-Tuning
  5. Deploy Models

Production AI

  1. AI Evaluation
  2. Cost Control
  3. AI Safety

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