К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
ChatGPT Advanced Data Analysis · LearnSpace
Назад в каталог
courseraIT и технологии

ChatGPT Advanced Data Analysis

Курс от Vanderbilt University
Начальный≈ 10.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

ChatGPT Advanced Data Analysis is going to transform tasks by helping amplify your productivity and supporting your creativity. ChatGPT Advanced Data Analysis can help you augment your intelligence and automate tasks, such as: 1. Turning an Excel file into visualizations and then slides inside a PowerPoint presentation; extracting data from a series of PDFs 2. Answering questions about what is in the PDFs, and visualizing the data; automatically determining if a receipt complies with a travel policy captured in a PDF 3. Transforming a document into a training presentation and associated quizzes; reading and reorganizing a set of documents based on what they contain 4. Producing social media and marketing content from a series of documents or video transcripts 5. Automating resizing and editing of videos/images while also cataloging them in a CSV Anyone with ChatGPT Advanced Data Analysis can tap into these capabilities without any prior experience in programming. The course teaches you how to converse with ChatGPT Advanced Data Analysis to accomplish these tasks, how to think about problem solving, and what types of tasks are good fits for the tool. You will learn a wide range of building blocks that you can apply in your own work and life. Large language models respond to instructions and questions posed by users in natural language statements, known as “prompts”. Although large language models will disrupt many fields, most users lack the skills to write effective prompts. Expert users, who understand how to write good prompts, are orders of magnitude more productive and can unlock significantly more creative uses for these tools. This course will introduce you to prompt writing skills that target ChatGPT Advanced Data Analysis.

Навыки, которые вы освоите

Prompt EngineeringData PresentationData AnalysisData TransformationDebuggingChatGPTAI WorkflowsResponsible AIDocument ManagementAI powered creativityFile I/OData VisualizationData ProcessingData CompilationGenerative AIAI literacyMultimodal PromptsText MiningPrompt Patterns

Программа курса

5 модулей · 63 учебных материалов

01Introduction to ChatGPT Advanced Data Analysis21 материалов

Introduction to ChatGPT Advanced Data Analysis (formerly known as Code Interpreter)

Before You Begin: Code Interpreter Is Now "Advanced Data Analysis"ЧтениеDiscovering Your Data Analysis SuperpowerDIALOGUEIntro: ChatGPT Advanced Data Analysis is a Tool that Builds Other ToolsВидеоChatGPT Advanced Data Analysis vs. ChatGPTВидео

Учитесь у экспертов

Dr. Jules White

Professor of Computer Science

ChatGPT Advanced Data Analysis
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 10.7 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Building Data Visualizations & Creating a Presentation with ThemВидео
Enabling Advanced Data Analysis (the tool formerly known as "Code Interpreter")Чтение
Prompt EngineeringЧтение
Practice QuizЗадание

First Steps with ChatGPT Advanced Data Analysis (formerly known as Code Interpreter)

Breaking the Ice: How to Get StartedВидеоHelpful Terms to KnowВидеоIce Breaker Exercises with ChatGPT Advanced Data AnalysisЗаданиеStaying Connected & Learning MoreЧтение

Interactively Generating Ideas of How to Use ChatGPT Advanced Data Analysis (formerly known as Code Interpreter)

Exercise: Use ChatGPT Advanced Data Analysis to Help You Find Inspiration for Using ItЧтениеUse ChatGPT Advanced Data Analysis to Help You Find Inspiration for Using ItЗадание

ChatGPT Advanced Data Analysis is Your Intern (formerly known as Code Interpreter)

Pretend ChatGPT Advanced Data Analysis is Your InternВидеоReview of ChatGPT Advanced Data Analysis as Your InternЧтениеDocument as Knowledge vs. Document as an ObjectВидеоDoing Work in GPT-4 vs. PythonВидеоData to ContentЗадание

Examples of Problems ChatGPT Advanced Data Analysis Can Solve that GPT-4 Alone Can't

Solving Wordle with ChatGPT Advanced Data Analysis vs. ChatGPTВидеоAnalyzing MLB Stats with Code Interpreter vs. ChatGPTВидео
02Introduction to ChatGPT Advanced Data Analysis Use Cases8 материалов

Introductory Tasks

Asking Questions in a Small DocumentВидеоWorking with Structured DataВидеоWorking with MediaВидеоZip Files for AutomationВидеоTurning Conversations into Software UtilitiesВидеоWorking with Small DocumentsВидеоGetting Information Into the ConversationВидеоExploring Code Interpreter Use CasesЗадание
03Tackle the Right Problems: Appropriate Use of ChatGPT Advanced Data Analysis10 материалов

Appropriate Use & Problem Selection

What Types of Problems are Good Fits for ChatGPT Advanced Data Analysis?ВидеоIs this a good problem for ChatGPT Advanced Data Analysis?ЧтениеAchieveВидеоAchieveЧтение(A) Aid Human CoordinationВидео(C) Cut Out Tedious TasksВидео(H) Help Provide a Safety NetВидео(IEV) InspirE better problem solving and creatiVityВидео(E) Enable Great Ideas to Scale FasterВидеоProblem Solving & Question GenerationЗадание
04Human and AI Process Planning in ChatGPT Advanced Data Analysis11 материалов

Extract, Transform, AI, Create: A Simple Mental Model

ExtractВидеоTransformВидеоAI / AnalyzeВидеоCreateВидеоIdeas for What to CreateЧтение

Human vs. AI Planning

What Does Human vs. AI Planning Mean?ВидеоAI PlanningВидеоAI Planning Helpful TechniquesВидеоSaving & Reusing PlansВидеоFlipped Interaction PlanningВидеоAI PlanningЗадание
05Error Identification Techniques, Error Handling, and Techniques for Large Documents & Outputs13 материалов

Overcoming Errors

Pattern: Try Again Using Alternate ApproachesВидеоPattern: Manually or Without PythonВидеоEditing the Conversation to Fix ErrorsВидео

Trust & Reliability

A Heuristic to Help Identify Where Errors are More LikelyВидеоConsistency Checking with Identifiers or Quotations from a Source DocumentВидеоTest CasesВидео

Working with Larger Documents & Outputs

Breaking a Problem Down and Doing Work IncrementallyВидеоBuilding an IndexВидеоLarger Document AnalysisВидеоThe Output Window is Our Max Unit of WorkВидеоPutting the Pieces Together: OutlinesВидеоOutlining for ContentЗадание

Best Practices

10 Best Practices for ChatGPT Advanced Data AnalysisЧтение