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所在平台: Udemy |
课程主页: https://www.udemy.com/course/llms-with-google-cloud-and-python/
课程评论：没有评论
课程名称：使用 Google Cloud 和 Python 的大型语言模型（LLMs） 课程概述：揭开大型语言模型的潜在可能性，参与这一 Google Cloud 课程！进入语言模型的变革性领域，学习如何利用 Google Cloud 和 Python 的广泛潜力。本课程结合了理论见解与实用技能，是一次深入的学习体验。 课程内容：课程开始时，会为学生打下坚实的基础，帮助他们理解大型语言模型的复杂性及其运作原理。在接下来的模块中，学生将熟练掌握使用 Google Cloud 平台，轻松操作生成式 AI 工作室，了解其定价，并选择最适合自己需求的模型。课程深入探讨零次、一次和少量提示的有效方法，提供全方位的学习旅程。 接着，我们将探讨 Vertex AI Python LLM API 的细微差别，着重于微调模型以达到最佳性能所需的关键参数。学生将详细学习从令牌限制到温度设置、复杂的停止序列等内容。 本课程的一大亮点是实践实验室，学生可以创建各种工具，如高级客户服务聊天机器人和先进的翻译与摘要 AI 机器人。这些实验室不仅仅是编码，还将理论知识应用于具体的真实世界应用中。 课程还深入探讨了提示工程的迷人领域。学生将学习如何为摘要和提取等任务编写有效的提示。此外，您还将探索文本嵌入，了解提示中的上下文注入，以及通过相似性搜索提高模型准确性的技巧！ 课程结束时，学生将具备在 Google Cloud 控制台中定制模型的能力，能够根据具体目标调整模型。 适合人群：本课程非常适合希望扩展知识的人工智能爱好者、希望将先进语言模型无缝整合到项目中的开发者，以及任何对 Google Cloud 和 Python 在人工智能领域的奇迹感兴趣的人。 未来就在这里！开始一段结合深厚理论知识与实用专业技能的旅程。凭借专家指导和结构化模块，这门课程为热爱语言模型的人们提供了明确的方向。今天就做出决定，塑造你的未来。
Unlock the Hidden Potential of Large Language Models with this Google Cloud Course!Step into the transformative realm of language models and learn how to harness their expansive potential with Google Cloud and Python. This in-depth Udemy course offers a perfect fusion of theoretical insights and practical skills.About the Course:The course kicks off with a solid foundation in Large Language Models, helping students understand their complexity and functioning. As you delve into the main modules, you will become proficient in using the Google Cloud platform, effortlessly navigating the Generative AI Studio, comprehending its pricing, and selecting the best model for your needs. The course also delves into effective methods for Zero, One, and Few Shot Prompting, offering a comprehensive learning journey.We then explore the nuances of the Vertex AI Python LLM API, shedding light on parameters essential for fine-tuning models to peak performance. You'll learn about everything from token limits to temperature settings and sophisticated stop sequences in great detail.A highlight of this course is the practical labs, where students can create various tools, such as an advanced Customer Service Chatbot and a state-of-the-art Translation and Summarization AI Bot. These labs go beyond coding, applying theoretical knowledge to tangible, real-world applications.The course also ventures into the captivating area of prompt engineering. Students will learn to craft effective prompts for tasks like summarization and extraction. In addition, you'll explore text embeddings, learning about context injection in prompts and boosting model accuracy with similarity searches!By the end of the course, students will have the skills to customize their models in the Google Cloud Console, tailoring them to their specific objectives.Who Should Enroll?This course is ideal for AI enthusiasts looking to broaden their knowledge, developers who want to integrate advanced language models into their projects seamlessly, and anyone fascinated by the wonders of Google Cloud and Python in AI.Your Future Is Here!Begin a journey that combines deep theoretical knowledge with practical expertise. With its expert-led instruction and structured modules, this course is a guiding light for those passionate about the wonders of language models.Decide today and shape your future.
