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所在平台: Udemy |
课程主页: https://www.udemy.com/course/learn-data-visualization-analytics-with-chatgpt-and-colab/
课程评论：没有评论
**课程名称：** 使用 ChatGPT 和 Colab 学习数据可视化与分析 **课程概述：** 本课程专为初学者设计，旨在教授学员如何利用 ChatGPT 和 Google Colab 来分析和可视化真实世界的数据集。无论您从事市场营销、产品管理、业务分析，还是仅仅对数据感兴趣，您都将学会如何通过清晰、引人入胜的可视化来生成洞察并传达发现。 课程将遵循 ADME 框架（受众 (Audience)、图表 (Drawing)、信息 (Message)、解释 (Explanation)），引导您逐步完成交互式、实践性强的项目。您将从将 CSV 文件加载到 Colab 开始，使用 Python 进行数据探索，然后利用 ChatGPT 辅助编写和解读代码，即使您之前从未编程过。在人工智能的帮助下，您将能够创建有见地的图表，并根据客户的行为和消费模式进行细分。 **您将学到：** * 直接在 Google Colab 中处理真实数据集。 * 利用 ChatGPT 编写、解释和调试 Python 代码（无需经验）。 * 创建引人入胜的图表，如直方图、条形图、散点图和聚类图。 * 运用 ADME 叙事方法，将数据转化为面向业务的洞察。 * 自动化您的工作流程，执行更快速、可重复的分析。 此外，您还将获得数据分析师和数据科学家日常使用的工具的实践经验，从而更容易地将数据技能融入您的职业生涯。课程结束后，您将有信心仅通过浏览器和智能提示，将原始数据转化为可操作的决策。 **零技术背景？没问题。** 本课程旨在帮助您快速上手，批判性思考，并更智能地处理数据。
This beginner-friendly course teaches you how to analyze and visualize real-world datasets using ChatGPT and Google Colab. Whether you work in marketing, product, business analysis, or you're simply data-curious, you'll learn how to generate insights and communicate findings through clear, compelling visualizations.Using the ADME framework (Audience, Drawing, Message, Explanation), you'll be guided step-by-step through interactive, hands-on projects. You'll start by loading CSV files into Colab, explore the data with Python, and then use ChatGPT to assist in writing and interpreting code-even if you've never programmed before. With the help of AI, you'll build insightful charts and segment customers based on behavior and spending patterns.What You'll Learn:Work with real datasets directly in Google ColabUse ChatGPT to write, explain, and debug Python code-no experience neededCreate engaging charts like histograms, bar charts, scatter plots, and cluster mapsApply the ADME storytelling method to turn data into business-ready insightsAutomate your workflow to perform faster, repeatable analysisYou'll also gain practical experience with tools used by analysts and data scientists every day, making it easier to bring data skills into your career. By the end of the course, you'll confidently move from raw data to actionable decisions - using only your browser and smart prompts.No technical background? No problem. This course is designed to help you start fast, think critically, and work smarter with data.
