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所在平台: Udemy |
课程主页: https://www.udemy.com/course/crack-databricks-generative-ai-engineer-associate-exam/
课程评论：没有评论
**Coursera 课程总结：Crack Databricks Generative AI Engineer Associate Exam** 本课程旨在帮助学员成功通过 Databricks 认证的生成式 AI 工程师（Associate）考试，并显著提升学员在生成式 AI 领域的技能。这是一门实践性课程，专注于教授学员如何使用 Databricks 的工具和框架构建真实的 LLM（大型语言模型）应用程序。 **您将学到的内容：** * 生成式 AI、LLMs 和 Prompt Engineering 的基础知识。 * 如何使用 LangChain 和 Mosaic AI Vector Search 构建 RAG（检索增强生成）应用程序。 * 利用 Delta Lake 和 Unity Catalog 进行数据分块（chunking）和准备的策略。 * 如何使用 MLflow、Model Serving 和 Inference APIs 部署 GenAI 应用。 * 如何设置 guardrails（护栏）、masking（屏蔽）和 governance（治理）以确保模型的安全性和合规性。 * 如何使用 MLflow 指标、inference logs（推理日志）和 evaluation tools（评估工具）监控 GenAI 管道。 * 包含真实世界示例、考试主题映射和练习题，帮助您攻克 Databricks 生成式 AI 工程师认证考试。 **为何选择本课程？** * **100% 贴合** 官方 Databricks 考试指南。 * 提供**实践演示、动手项目和真实世界案例研究**。 * 涵盖 **LangChain、MLflow、Vector Search、Unity Catalog、LLM APIs** 等关键工具。 * 包含**模拟题和考试准备技巧**。 * **无需任何 GenAI 经验**，对初学者友好！ 无论您是数据工程师、ML 开发人员、云专业人士还是 AI 爱好者，本课程都将为您提供设计、开发、部署和监控端到端 LLM 驱动应用程序所需的技能和信心，并助您自信地应对 Databricks GenAI 认证考试。
Are you ready to crack the Databricks Certified Generative AI Engineer Associate Exam and take your Generative AI skills to the next level?This hands on course is designed to help you master Databricks tools and frameworks used to build real-world LLM applications and prepare you thoroughly for the official Databricks GenAI certification.Whether you're a data engineer, ML developer, cloud professional, or AI enthusiast, this course will equip you with the skills and confidence to design, develop, deploy, and monitor end-to-end LLM-powered apps using Databricks.What You'll Learn:The fundamentals of Generative AI, LLMs, and Prompt EngineeringHow to build RAG (Retrieval-Augmented Generation) applications using LangChain and Mosaic AI Vector SearchStrategies for chunking and preparing data using Delta Lake and Unity CatalogHow to deploy GenAI apps using MLflow, Model Serving, and Inference APIsSetting up guardrails, masking, and governance to keep your models safe and compliantHow to monitor GenAI pipelines using MLflow metrics, inference logs, and evaluation toolsHow to crack the Databricks Generative AI Engineer certification with real-world examples, mapped exam topics, and practice questionsWhy This Course?100% aligned with the official Databricks exam guidePractical demos, hands-on projects, and real-world case studiesCovers tools like LangChain, MLflow, Vector Search, Unity Catalog, LLM APIsIncludes mock questions and exam preparation tipsNo prior GenAI experience needed - beginner-friendly!
