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所在平台: Udemy |
课程主页: https://www.udemy.com/course/generative-ai-for-data-analytics/
课程评论：没有评论
课程名称：数据分析的自主方式：简化分析流程 课程概述：本课程旨在帮助您利用企业级生成式人工智能工具解决实际商业问题，并加快数据产品的交付。该课程不是另一篇“如何提示”的教程，而是由一位执业数据科学家为分析师和人工智能爱好者设计的。您将学习如何有效地将生成式人工智能（GenAI）整合到分析工作流中，了解其中常见的陷阱，并掌握在这一不断发展技术中所需的技能。 在课程中，我将一步一步地指导您，从定义问题、收集数据，到探索性分析与转化，再到使用GenAI辅助构建和解读模型。您将掌握以下策略： - 快速迭代和实验 - 专注核心概念，减少语法学习的烦恼 - 将常规机器学习任务交由AI代理处理，以便您能够专注于高价值的工作 将生成式人工智能视为您的加速器，而您自己则是飞行员——每一个决策仍然由您掌握，但现在您可以以更快的速度推进工作。课程中还将通过实践演示，帮助您更快、更自信地交付洞察。 准备好提升您的分析技能了吗？让我们一起起飞吧！附言：这段课程描述并非由机器撰写，感谢您的阅读！
By now you've probably played around with ChatGPT or Copilot-but this course isn't another "how to prompt" tutorial. Designed by a practicing data scientist for fellow analysts and AI enthusiasts, it shows you how to leverage enterprise-grade generative AI tools to tackle real business problems and speed up your data-product delivery. You'll also learn the common pitfalls of integrating GenAI into analytics workflows and discover what skills you'll need to thrive as this technology continues to evolve.Throughout the course, I'll guide you step by step-from defining your problem and gathering data, through exploratory analysis and transformation, all the way to building and interpreting models with GenAI assistance. You'll pick up strategies for:Rapid iteration and experimentationMinimizing syntax-learning headaches by focusing on core conceptsOffloading routine ML tasks to AI agents so you can focus on high-value workThink of GenAI as your accelerator and yourself as the pilot-every decision is still yours, but now you move at warp speed. We'll put all of this into practice with hands-on demonstrations, so by the end you'll be delivering insights faster and with more confidence.Ready to elevate your analytics game? Let's take off together!P.S. This course description wasn't written by a machine-thank you for reading!
