Sau khi hoàn thành các khóa học này, tôi cảm thấy tự tin khi tạo các trực quan hóa và bảng điều khiển chuyên nghiệp
Shoebur RahmanProcurement Specialist, Giz Bangladesh
Mô tả khóa học
A description of the course.
Yêu cầu tiên quyết
Chương trình học
Đề cương khóa học
1
Application Foundations
Your First AI App
You will build a complete, functioning Gen AI application from scratch — from understanding the architecture and setting up LangChain, through creating prompt templates and model interfaces, to building a Gradio UI — giving you a hands-on feel for what AI engineering involves.
Application Development
You will learn to build practical LLM applications from the ground up — from setting up authentication and importing LangChain, through validating user inputs and parsing structured outputs, to implementing comprehensive error handling — enabling you to create robust, production-ready applications that safely integrate LLMs into real-world workflows.
2
Conversational Applications
Conversation Fundamentals
You will learn to build conversational AI applications that maintain context across multiple exchanges — from understanding message structures and designing chatbot prompts, through implementing conversation logic and UI with Gradio, to persisting conversations in databases — enabling you to create interactive, stateful chatbots that provide natural back-and-forth interactions.
Streaming Responses
You will learn to implement streaming for real-time response delivery in conversational applications — from understanding token-based streaming and Python yield generators to building stream handlers in UI — enabling you to deliver responsive chatbots with immediate, incremental output.
LLM Application Fundamentals with LangChain
Hoàn
thành khóa học
