LangGraph Crash Course 2026 | LangGraph Tutorial For Beginners | LangGraph Projects | Simplilearn

Описание: 🔥Professional Certificate in AI and Machine Learning, deliverd by Simplilearn in collaboration with Purdue University - https://www.simplilearn.com/applied-a...
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Welcome to this exciting session on LangGraph, In this video, we’ll cover, What is LangGraph? – Learn why it’s a game-changer for AI systems. LangGraph vs LangChain – Understand how LangGraph compares to other frameworks like LangChain. How LangGraph Works – Discover the core components such as nodes, edges, and state that make LangGraph a powerful AI tool. Building Your First LangGraph Project – A step-by-step guide to creating your first memory-enabled assistant. Advanced Features – Learn to handle decision-making, conditional jumps, and multi-round conversations. Integration with External Tools – See how LangGraph works seamlessly with tools like Pinecone and Hugging Face to extend your AI project’s capabilities. Debugging and Optimization – Best practices for troubleshooting common errors and optimizing your workflows for better performance.

By the end of this session, you’ll have a strong understanding of LangGraph and be ready to start building your own AI systems with memory and intelligent workflows. Don’t forget to subscribe to the Simplilearn channel for more videos on AI, machine learning, and related topics!

00:00 - Introduction to LangGraph Tutorial For Beginners
00:06 – Welcome and Introduction
00:17 – What is LangGraph?
04:24 – LangGraph vs LangChain
06:04 – How LangGraph Works
09:39 – Building Your First LangGraph Project
13:17 – Advanced Features
17:06 – Integration with External Tools
19:16 – Debugging and Optimization
22:00 – Conclusion and Outro

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➡️ About Applied Generative AI Specialization

This Applied Generative AI course equips you to develop AI-powered applications using industry-relevant tools and frameworks. Master key concepts like prompt engineering, GANs, VAEs, and LLM architectures while exploring advanced topics, including agentic AI, LLM fine-tuning, RAG, and AI governance for practical, real-world deployments.

Key Features

✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Program completion certificate from Purdue University Online and Simplilearn
✅ 70+ hours of live, instructor-led training with industry experts
✅ Hands-on learning with 7+ real-world projects and a capstone project
✅ Master in-demand skills like LLM fine-tuning, prompt engineering, and AI governance
✅ Gain expertise with cutting-edge tools such as ChatGPT, Azure AI Studio, and LangChain
✅ Comprehensive curriculum covering AI Literacy, Agentic Frameworks, and Generative AI
✅ Access to Purdue's prestigious alumni network
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Course completion certificate hosted on the Microsoft Learn portal for Microsoft courses
✅ Learn with a diverse cohort of professionals from industries like IT, banking, and education

Skills Covered
✅ Python Programming
✅ Prompt Engineering
✅ AI Literacy
✅ Generative AI Fundamentals
✅ Large Language Model LLM Architecture
✅ Agentic AI and Autonomous AI Agents
✅ LangChain for Workflow Design
✅ Retrieval Augmented Generation RAG
✅ LLM Fine Tuning and Customization
✅ Stable Diffusion
✅ Explainable AI
✅ Variational Autoencoders VAEs
✅ Transformers and Attention Mechanism
✅ GenAI Application Development
✅ LLM Benchmarking and Evaluation
✅ Generative AI Governance and Ethics

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