Coursera MOOC / Non-credit 0

Building LLMs with Hugging Face and LangChain

Name: Building LLMs with Hugging Face and LangChain
Price: 49 USD
Availability: InStock

About this course

The Building LLMs with Hugging Face and LangChain Specialization teaches you how to create modern LLM applications from core concepts to real-world deployment. You will learn how LLMs work, how to build applications with LangChain, and how to optimize and deploy systems using industry tools. In Course 1, you’ll explore the foundations of LLMs, including tokenization, embeddings, transformer architecture, and attention. You’ll work with the Hugging Face Hub, Datasets, and Transformers pipelines, experiment with models like BERT, GPT, and T5, and build simple NLP workflows. In Course 2, you’ll build real LLM applications using LangChain and LCEL. You’ll create prompts, chains, memory, and RAG pipelines with FAISS, process documents, and integrate agents, tools, APIs, LangServe, LangSmith, and LangGraph. In Course 3, you’ll optimize and deploy LLM systems. You’ll improve latency and token usage, integrate structured and multimodal data, orchestrate workflows with LlamaIndex and LangGraph, build FastAPI services, add security, containerize with Docker, and deploy with monitoring and CI/CD. By the end, you’ll be able to create and deploy production-ready LLM applications using modern tools and MLOps practices.

75/100

CourseAsk score

What the provider tells you: 39/45
Who stands behind it: 20/35
How complete the listing is: 16/20

Scores how much the provider publishes and who stands behind it — not how well it is taught.

What you'll learn

understand the core concepts of large language models (LLMs)
build applications using LangChain and integrate various tools
optimize and deploy LLM systems for production

Course objectives

explore foundational concepts of LLMs including tokenization and attention mechanisms
create and integrate NLP workflows using Hugging Face utilities
build and deploy production-ready applications with security and monitoring in mind

Machine Learning Artificial Intelligence #model deployment #prompt engineering #mlops #large language models #hugging face #api integration #docker #langchain #fastapi #tokenization #FAISS #transformer architecture #multimodal data #nlp workflows #document processing

$49.00

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