Advanced Prompt Engineering for Generative AI & LLM Success

所在平台: Udemy

课程主页: https://www.udemy.com/course/mastering-generative-ai-prompt-engineering/

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课程简介

课程名称:生成式人工智能与大语言模型成功的高级提示工程 概述:加入这一具有变革性的课程,深入探索生成式人工智能与提示工程的世界。本课程将为您提供掌握大语言模型(LLMs)和提示工程的技能与知识,助您在人工智能驱动的时代中提升职业生涯。 课程内容: 1. 深入了解LLMs:透彻理解大语言模型的工作原理、能力和局限性,探讨各种LLM架构,如变换器及其在多个领域的应用。用简单易懂的语言深入掌握自注意力等高端技术概念。 2. 掌握提示工程:学习如何有效设计提示,激发LLMs产生所需的响应。发现高级技巧以微调输出、控制风格和确保准确性。 3. 评估人工智能和LLM性能:学习评估AI模型和LLMs有效性的基本指标,理解结果、识别改进领域并做出明智决策。 4. 成为生成AI专家:通过实践项目和真实案例,获得大语言模型与提示工程的实际经验,拥有利用生成AI工具进行创新解決方案和创造性问题解决的能力。 5. 解锁职业成功:在人工智能驱动的就业市场中为自己定位成功。学习如何运用提示工程来提升生产力、简化工作流程和推动创新。 例如,使用HuggingFace实现BERT模型进行情感分析。 课程结束时,您将能够: - 自信地掌握生成式人工智能与LLMs的世界。 - 制作精确有效的提示以实现期望结果。 - 评估和比较AI模型及LLMs的性能。 - 运用提示工程解决现实世界挑战。 - 利用生成AI推动职业发展,实现个人目标。 立即报名,释放生成式人工智能的力量,改变您的职业生涯!

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课程详情

Embark on a transformative journey into the world of Generative AI & Prompt Engineering. This comprehensive course will equip you with the skills and knowledge to harness the full potential of Large Language Models (LLMs) and prompt engineering, propelling your career to new heights in the AI-driven era.What you'll learn:Deep Dive into LLMs: Gain an in-depth understanding of how LLMs work, their capabilities, and their limitations. Explore various LLM architectures like transformers and their applications across diverse domains. Develop deep understanding of highly technical concepts like self-attention but in extremely easy to understand language. Master Prompt Engineering: Learn the art and science of crafting effective prompts to elicit desired responses from LLMs. Discover advanced techniques for fine-tuning outputs, controlling style, and ensuring accuracy.Evaluate AI and LLM Performance: Delve into essential evaluation metrics to assess the effectiveness of AI models and LLMs. Learn how to interpret results, identify areas for improvement, and make informed decisions.Become a Gen AI Expert: Through hands-on projects and real-world examples, gain practical experience with LLMs and prompt engineering. Develop the expertise to leverage Gen AI tools for innovative solutions and creative problem-solving.Unlock Career Success: Position yourself for success in the AI-driven job market. Learn how to apply prompt engineering to enhance productivity, streamline workflows, and drive innovation in your field.BERT Model with HuggingFace- implement BERT model for sentiment analysis using huggingface transformers.By the end of this course, you'll be able to:Confidently navigate the world of Generative AI and LLMs.Craft precise and effective prompts to achieve desired outcomes.Evaluate and compare the performance of AI models and LLMs.Apply prompt engineering to solve real-world challenges.Leverage Gen AI to advance your career and achieve your goals.Enroll today and unleash the power of Generative AI to transform your career!

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