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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-analytics-with-gen-ai-tools/
课程评论：没有评论
课程名称：数据分析与生成性人工智能工具 概述：欢迎参与《数据分析与生成性人工智能工具》课程，这是一个动手实践的初学者友好课程，旨在帮助有志于成为分析师、商业专业人士和科技爱好者掌握生成性人工智能的最新进展。在本课程中，您将学习如何在数据分析项目中应用ChatGPT、Gemini、GitHub Copilot、Bard及AI驱动的Excel/PBI助手等工具。我们将探讨现实世界的用例，以通过生成性人工智能的力量自动化数据清理、SQL生成、报告创建、仪表盘设计及预测建模等任务。 您将获得以下经验： - 为Excel、Power BI和Google Sheets集成生成性人工智能 - 编写AI辅助的SQL查询 - 自动化分析报告和仪表盘 - 使用AI提示构建简单的可视化和摘要 - 利用大型语言模型（LLMs）进行故事讲述和数据解读 - 理解生成性人工智能在分析中的伦理考虑及其局限性 此课程以项目为基础，包含大量示例和工具，均可立即应用于您的工作或投资组合。完成课程后，您不仅能节省时间，还能提升数据工作的质量和洞察力，借助生成性人工智能的支持。无论您是学生、数据分析师、商业分析师还是希望提升技能的专业人士，本课程都将为您提供显著的生产力优势。
Welcome to Data Analytics with Gen AI Tools, a hands-on, beginner-friendly course crafted to empower aspiring analysts, business professionals, and tech enthusiasts with the latest advancements in Generative AI.In this course, you'll learn how to apply tools like ChatGPT, Gemini, GitHub Copilot, Bard, and AI-powered Excel/PBI assistants in your data analytics projects. We'll explore real-world use cases to automate tasks such as data cleaning, SQL generation, report creation, dashboard design, and even predictive modeling - all through the power of Gen AI.Building simple visualizations and summaries using AI promptsUsing LLMs for storytelling and data interpretation.Ethical considerations and limitations of Gen AI in analyticsYou'll gain experience with:Integrating Gen AI into Excel, Power BI, and Google SheetsWriting AI-assisted SQL queriesAutomating analytics reports and dashboardsBuilding simple visualizations and summaries using AI promptsUsing LLMs for storytelling and data interpretationEthical considerations and limitations of Gen AI in analyticsThis course is project-based, packed with examples and tools that are immediately applicable to your work or portfolio. By the end, you'll not only save time but also elevate the quality and insight of your data work with Gen AI assistance.Whether you're a student, data analyst, business analyst, or upskilling professional, this course will give you a major productivity edge.
