Build Next-Gen LLM Apps with LangChain & LangGraph
1.703 students enrolled
Transform from LLM experimentation to enterprise-grade production with this comprehensive specialization in LangChain and LangGraph development. Master the complete lifecycle of building, deploying, and scaling Large Language Model applications that handle millions of requests with 99.9% uptime. You'll architect resilient microservices, implement parameter-efficient fine-tuning that cuts costs by 90%, and deploy automated CI/CD pipelines with enterprise security controls. Through hands-on labs based on real-world scenarios from e-commerce, healthcare, and finance, you'll learn to decompose monolithic LLM apps into scalable services, validate embeddings for semantic search, and optimize performance achieving sub-100ms response times. The specialization covers critical production concerns including prompt injection protection, chaos engineering for resilience testing, and ROI measurement frameworks that connect model metrics to business value. You'll work with industry-standard tools including Hugging Face Transformers, Docker, Kubernetes, Terraform, and monitoring systems like Prometheus and Grafana. Each course builds practical skills through AI-graded assignments and projects that simulate enterprise constraints around latency, cost, and compliance. By completion, you'll have deployed secure, observable LLM platforms capable of handling enterprise workloads while maintaining cost efficiency and meeting business objectives.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATION1 ay
What you'll learn
LangChain
Prompt Engineering
Performance Tuning
Enterprise Application Management
AI Workflows
System Monitoring
Code Reusability
Maintainability
Scalability
AI Orchestration
Large Language Modeling
Retrieval-Augmented Generation
Course Content
11 topics
Kurs 1Build, Analyze, and Refactor LLM Workflows
Kurs 2Optimize & Interface LLM Apps Effectively
Kurs 3Deploy Resilient AI Microservices with LangChain
Kurs 4Automate & Secure LLM Deployments
Kurs 5Fine-Tune & Optimize Generative AI Models
Kurs 6Benchmark & Optimize LLM App Performance
Kurs 7Validate LLM Embeddings for Production Use
Kurs 8Build & Adapt LLM Models with Confidence
Kurs 9Design & Secure LLM APIs for Scalability
Kurs 10Design & Present Responsible AI Solutions
Kurs 11Measure ML Impact & Business Value
Details
ProviderCoursera
TypeCourse
CategoryIT & Cloud
LevelIntermediate
Duration1 ay
LanguageEnglish
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Melis Gülsar
Hızlı desteği ve üst düzey hizmeti ile Campus Online ve Sosyal Medya Sertifika Programı hizmeti sağlayan Adnan Menderes Üniversitesine sonsuz teşekkürlerimi sunuyorum.