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所在平台: Udemy |
课程主页: https://www.udemy.com/course/developing-generative-ai-applications-on-azure/
课程评论：没有评论
课程名称：Azure上的生成性AI应用开发 课程概述：本课程“从零到英雄计划”旨在为您提供一条全面的学习旅程，从基础知识开始，逐步进阶到生成性AI在Azure云平台上的高级主题。该计划适合所有人，尤其是具备IT经验但没有开发背景的人员，确保非开发者也能获得必要的知识和技能，以有效地在Azure平台上进行生成性AI的工作。 学习内容： 1. 理论与实践比例：15%的理论知识与85%的动手实验。 2. 理解Linux和Python：掌握Linux和Python的基础知识，这是开发和部署AI应用所必需的。 3. 掌握机器学习概念：学习监督学习和非监督学习、模型评估及优化的核心概念和技术。 4. 开发生成性AI应用：获得在自然语言处理（NLP）、Hugging Face、LangChain、提示工程和大型语言模型（LLM）微调方面的实际操作知识。 5. 实施AI安全措施：学习如何应用负责任的AI政策，包括过滤有害内容和删除敏感信息，以确保道德的AI应用部署。 为什么要注册： - 专家指导：由拥有超过18年云计算、DevOps和生成性AI经验的专业人士Anil Bidari教授。 - 动手学习：课程有80%的实践演示视频和源代码指南。 - 综合课程大纲：涵盖从基础知识到高级部署技术的所有内容。 加入本课程，掌握Azure AI生成性应用开发的技能，确保您在快速发展的AI领域始终保持领先地位。
What You'll Learn: The "Zero to Hero Program" is designed to guide you through a comprehensive learning journey, starting from the very basics and progressing to advanced topics that are essential before diving into Generative AI on Azure cloud. This program is structured to be accessible to everyone, including those who do not have a development background but have experience in IT. The aim is to ensure that even non-developers can gain the necessary knowledge and skills to effectively work with Generative AI on Azure's platform.15% Theory and 85% Hands-on Lab SessionsUnderstand Linux and Python:Gain foundational knowledge of Linux and Python, essential for developing and deploying AI applications.Master Machine Learning Concepts:Learn core concepts and techniques of machine learning, including supervised and unsupervised learning, model evaluation, and optimization.Develop Generative AI Applications:Gain hands-on knowledge on NLP, Hugging Face, LangChain, prompt engineering, and fine-tuning LLM models.Implement AI Safeguards:Learn how to apply responsible AI policies, including filtering harmful content and redacting sensitive information, to ensure ethical AI application deployment.Why Enroll:Expert Instruction:Benefit from the expertise of Anil Bidari, a seasoned professional with over 18 years of experience in cloud computing, DevOps, and Generative AI.Hands-On Learning:We have 80% practical demo videos and source guide provided.Comprehensive Curriculum:Covering everything from foundational knowledge to advanced deployment techniques.Join this course to become proficient in developing Generative AI applications on Azure AI, ensuring you stay ahead in the rapidly evolving field of AI.
