Generative AI for Python Developers with Google AI

所在平台: Udemy

课程主页: https://www.udemy.com/course/generative-ai-for-python-developers-with-google-palm-api/

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**课程名称:** 专为Python开发者打造的Google AI生成式AI **课程概述:** 本课程专为希望将生成式AI能力集成到Python应用中的开发者设计,无需深厚的机器学习或数据科学背景。课程将带你深入了解Google的Vertex AI API,并通过实践教学,让你掌握如何利用Google Gemini和PaLM2大语言模型生成新内容。 **课程亮点:** * **API集成:** 学习如何将Google Vertex AI API无缝集成到你的Python代码中。 * **项目实战:** 构建一个使用Flask框架的Python生成式AI聊天机器人。 * **核心概念:** 从开发者的视角理解生成式AI的基础原理。 * **Prompt工程:** 掌握使用Vertex AI Studio设计和优化Prompt的最佳实践。 * **模型调优:** 了解大型语言模型(LLM)的参数如何影响生成内容的创意性。 **学习目标:** 学完本课程后,你将能够: * 熟练使用Vertex AI API为Python应用添加生成式AI功能。 * 独立开发一个功能性的生成式AI应用。 * 理解生成式AI的工作机制及其背后的技术。 * 掌握有效的Prompt工程技巧,以获得符合预期的AI生成内容。 **谁适合学习:** 所有希望将生成式AI融入其Python开发工作流的Python开发者,无论是否有机器学习背景。

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Welcome to the "Generative AI for Python Developers with Google AI" course!Are you a Python developer looking to harness the power of Generative AI in your applications without diving too deep into the complexities of Machine Learning and Data Science? If so, this course is tailor-made for you!In this comprehensive course, you'll discover how to seamlessly integrate Google's advanced Generative AI capabilities into your Python code through the Vertex AI API. Designed by a developer, for developers, no prior knowledge of Machine Learning or Data Science is needed. It focuses on practically, giving you just enough of the what and why, and then a lot of the how.Throughout the course, you'll gain a strong foundation in Generative AI, understand the mechanics of how generative AI generates new content, and explore the driving force behind it all-the Google Gemini and PaLM2 Large Language Models. You'll also learn the art of prompt engineering, using Vertex AI Studio, you will craft prompts that yield impressive results tailored to your specific use cases. The core of the course focuses on practicality. You'll be guided through the process of seamlessly integrating the Google Vertex AI API into your Python applications. And the best part? You'll build your very own generative AI application to practice your newly acquired Gen AI skills.Course Highlights:Learn how to integrate the Google Vertex AI API into your Python codeDevelop a GenAI Bot in Python with FlaskUnderstand the fundamental concepts of Generative AI from a Developer's perspectiveLearn how to use Vertex AI Studio to design promptsLearn about Prompt Engineering best practicesUnderstand how LLM model parameters affect creativity in responsesDon't miss this unique opportunity to expand your Python development toolkit with the creative possibilities of Generative AI. Enroll today and unlock a new dimension of software development!

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