Udemy

AI for Data Analysis

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  • 更新於 2/2026
4.5
(49 個評分)
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課程資料

報名日期
全年招生
課程級別
學習模式
修業期
0 小時 32 分鐘
教學語言
英語
授課導師
Google
評分
4.5
(49 個評分)
16次瀏覽

課程簡介

AI for Data Analysis

Use AI as your analytical partner to transform unstructured data into clear, actionable insights and visualizations.

Are the answers you need buried in a dataset you can't decipher? In this course, you’ll learn to use AI as your analytical partner to transform unstructured data into clear, actionable insights. You’ll use Gemini to identify the right success metrics for any project and practice converting messy, raw data into structured tables. You'll use everyday language to generate powerful spreadsheet formulas and create compelling charts in Google Sheets—empowering you to make smarter, data-driven decisions.

By the end of this course, you will create:

  • Success metrics you can stand by: Use Gemini to define exactly what to measure for your project so you can present your results with confidence.

  • A structured dataset: Clean and organize messy information into a structured Google Sheets table that is ready for immediate analysis.

  • Data visualizations and formulas: Use natural language to generate spreadsheet functions and create charts that visualize your findings to drive evidence-based decisions.

  • Business performance simulator: Use Gemini Canvas to transform static data into an interactive tool, so you can "test-drive" changes and visualize their ripple effects in real time.

This course is a part of the Google AI Professional Certificate, a program that takes you beyond foundational understanding to becoming an AI-fluent professional. With this certificate, you’ll gain hands-on experience building the AI skills that employers are looking for. Designed by experts at Google, you’ll practice using AI in real workplace tasks. You’ll learn how to use AI to sharpen your strategy, boost your creativity, and streamline the repetitive parts of your day, and you’ll build a portfolio of 20+ AI projects to show off your new skills. And, to help you do your best work, you’ll gain access to Google AI Pro at no cost, giving you experience with Google’s most helpful tools.

課程章節

  • 3 個章節
  • 15 堂課
  • 第 1 章 Define key performance metrics using Gemini
  • 第 2 章 Turn screenshots into data insights with Gemini in Sheets
  • 第 3 章 Analyze and simulate business performance with Gemini in Sheets and Canvas

課程內容

  • Identify success metrics by using AI to analyze business objectives and determine how to accurately measure project performance, Clean and structure messy data by writing effective prompts to reformat and standardize unstructured information., Generate spreadsheet formulas using natural language instructions with Gemini in Google Sheets., Create data visualizations with AI to clearly communicate insights and trends.


評價

  • T
    Todd Campbell
    3.0

    The course could have added a resource folder with all sample data. Too much focus on marketing. What about other functions within an organization? Or how about sports or economic data which is readily available? Most of the prompts were generic and not a lot of iteration which is important when using an LLM.

  • S
    Sam Faust
    5.0

    Google sheets seems so complicated to learn at times with all the dense formulas. Trying to memorize those after not touching them in years would feel frustrating. I love how Gemini is integrated in all Google programs where it can show me its explanations of how it extracted the data how I wanted it. The end results are really cool to see as well. Being able to take data from an image and extract it into a table or chart is amazing. I'm very excited to use this new tool in my life.

  • V
    Vaishnavi Ramachandran
    5.0

    Damn !! Gemini in spreadsheet is soo cool can t wait to explore more

  • B
    Ben Statler
    3.5

    This a good foundational course and if you're new to AI or looking for a basic understanding of Google Workspace and the integration of Gemini this is it. I think it is lacking advanced usage that chains the different tools together to handle harder tasks.

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