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所在平台: Udemy |
课程主页: https://www.udemy.com/course/generative-ai-llms-foundations-to-hands-on-development/
课程评论：没有评论
课程简介：生成式 AI 和大型语言模型（LLMs）的崛起已经彻底改变了人工智能领域，尤其是在聊天机器人、文本生成和自动摘要等应用方面。课程《生成式 AI 与 LLMs：基础到实践开发》是一门综合性的实操课程，旨在为学习者提供对 LLMs、提示工程和模型微调的深入理解。通过理论洞察和实践实验，参与者将掌握使用 Python 和 Hugging Face 开发 AI 应用的专业知识。 课程内容涵盖 LLMs 的演变、注意力机制、伦理考虑和最佳实践等基本概念，深入探讨提示工程技术和微调方法，以将模型定制为特定任务。学员通过真实项目和实践实验，实际应用所学知识，构建 AI 聊天机器人、文本摘要器以及微调模型。 无论你是学生、开发者、研究人员还是商业专业人士，这门课程都提供了宝贵的见解和可操作的知识，使你能够利用 LLMs 的变革潜力。完成本课程后，你将具备开发、优化和微调生成式 AI 应用的能力，为在 AI 驱动的世界中发挥重要作用做好准备。迈出成为熟练 AI 从业者的第一步，加入语言 AI 创新前沿行列！
The rise of Generative AI has transformed the field of artificial intelligence, with Large Language Models (LLMs) leading the way in applications such as chatbots, text generation, and automated summarization. "Generative AI & LLMs: Foundations to Hands-on Development" is a hands-on, comprehensive course designed to equip learners with in-depth knowledge of LLMs, prompt engineering, and model fine-tuning. Through theoretical insights and practical labs, participants will gain expertise in developing AI-powered applications using Python and Hugging Face.This course covers essential concepts, including the evolution of LLMs, attention mechanisms, ethical considerations, and best practices. It also delves into prompt engineering techniques and fine-tuning methodologies to customize models for specific tasks. With real-world projects and hands-on labs, learners will apply their knowledge by building AI chatbots, text summarizers, and fine-tuned models.Whether you're a student, developer, researcher, or business professional, this course offers invaluable insights and actionable knowledge that will empower you to harness the transformative potential of LLMs. By the end of this course, you will be well-equipped to develop, optimize, and fine-tune Generative AI applications, making them valuable contributors in the AI-driven world.Take the first step toward becoming a proficient AI practitioner and join the forefront of innovation in Language AI!
