LLMOps: Managing, Deploying, and Scaling Large Language Models in Production | Uplatz

Description

Welcome to this in-depth video on LLMOps (Large Language Model Operations) — the emerging discipline that combines Machine Learning Operations (MLOps) principles with the unique challenges of managing, deploying, and maintaining Large Language Models (LLMs) like GPT, LLaMA, and Claude. As generative AI moves from research labs to real-world enterprise applications, LLMOps provides the essential infrastructure, monitoring, and governance needed to operationalize these powerful models at scale — ensuring efficiency, safety, and reliability. In this session, we’ll explore how LLMOps extends MLOps workflows to handle model fine-tuning, prompt engineering, inference optimization, and ethical considerations for responsible AI deployment. This video is perfect for AI engineers, ML practitioners, data scientists, and DevOps professionals working on productionizing LLM-based systems such as chatbots, copilots, and autonomous agents. You’ll learn: 🔹 What LLMOps is and how it differs from traditional MLOps 🔹 Architecture of large language models — transformers, embeddings, and tokenization 🔹 Model hosting and deployment — APIs, vector databases, and containerization 🔹 Fine-tuning and instruction alignment for domain-specific performance 🔹 Prompt engineering and evaluation frameworks 🔹 Cost optimization and latency reduction for inference at scale 🔹 Integrating LLMs with existing enterprise systems 🔹 Monitoring, logging, and evaluating model outputs for bias and drift 🔹 Governance and compliance — Responsible AI, GDPR, and auditability 🔹 Open-source tools for LLMOps — LangChain, MLflow, Weights & Biases, BentoML, and Hugging Face 🔹 Future trends — multi-agent systems, retrieval-augmented generation (RAG), and autonomous AI orchestration LLMOps is redefining how organizations deploy, monitor, and iterate on AI systems — bridging the gap between experimentation and scalable, responsible production environments. This video is a good explainer to help you understand the fundamentals and workflow of LLMOps. For complete, in-depth training, please refer to the full course provided by Uplatz. ------------------------------------------------------------- 📢 Disclosure: This video has been AI-generated for educational purposes to provide structured, high-quality learning content on AI, Machine Learning, and Cloud-Native Model Deployment technologies. ------------------------------------------------------------- #LLMOps #LargeLanguageModels #MLOps #AI #MachineLearning #GenerativeAI #LangChain #PromptEngineering #ModelDeployment #VectorDatabases #RetrievalAugmentedGeneration #AIInfrastructure #AIOps #OpenSourceAI #CloudComputing #ResponsibleAI #Uplatz #TechEducation #AITutorial #LLMOpsTraining #MLEngineer ------------------------------------------------------------- 🌐 Welcome to Uplatz – Your Gateway to Career Transformation! To access full courses or training bundles: 📧 support@uplatz.com 🌐 https://uplatz.com 🎓 About Uplatz Uplatz is a global leader in online IT training, empowering learners across 180+ countries with practical, industry-aligned skills in emerging technologies. 📘 Explore Our Course Portfolio: ✅ Agentic AI & LLMs – LangChain, OpenAI API, AutoGen, CrewAI, AI Agents ✅ Machine Learning & AI – Deep Learning, Generative AI, Neural Networks, MLOps ✅ DevOps & Cloud – AWS, Azure, GCP, Docker, Kubernetes, Terraform, Jenkins, CI/CD ✅ Programming & Frameworks – Python, FastAPI, Flask, Streamlit, Java, JavaScript, SQL ✅ Data & Analytics – Data Science, Data Engineering, Power BI, Tableau, Big Data (Hadoop, Spark, Kafka) ✅ Cybersecurity & Networking – Ethical Hacking, Network Security, Cloud Security ✅ CRM & ERP – SAP (all modules), Salesforce, Oracle ERP, Microsoft Dynamics ✅ Web & App Development – Full-Stack Development, React, Angular, Node.js, Django, Flutter 🎯 Why Choose Uplatz ✔️ Job-focused, project-based learning ✔️ Globally recognized certifications ✔️ Lifetime access & affordable pricing ✔️ Career guidance and mentorship 🔔 Subscribe for weekly tech tutorials, demos, and success stories. 📲 Follow us on LinkedIn, Instagram, Twitter, and Facebook. #Uplatz #AI #AgenticAI #LLM #MachineLearning #DevOps #Python #FastAPI #Streamlit #Flask #DataEngineering #CloudComputing #SAP #Salesforce #AWS #Azure #GCP #Cybersecurity #CareerGrowth