ChatGPT Advanced Data Analysis from Coursera

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.

What's inside

Syllabus

Introduction to ChatGPT Advanced Data Analysis

Introduction to ChatGPT Advanced Data Analysis Use Cases

Tackle the Right Problems: Appropriate Use of ChatGPT Advanced Data Analysis

Human and AI Process Planning in ChatGPT Advanced Data Analysis

Error Identification Techniques, Error Handling, and Techniques for Large Documents & Outputs

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Delves into the practical applications and use cases of ChatGPT Advanced Data Analysis

Emphasizes techniques for handling errors and large datasets

Provides a strong foundation for understanding the capabilities and limitations of ChatGPT Advanced Data Analysis

Teaches specialized prompt writing skills to maximize the effectiveness of ChatGPT Advanced Data Analysis

Lacks hands-on practice and application of the concepts covered in the course

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in ChatGPT Advanced Data Analysis with these activities:

Review SQL syntax before beginning Python integration

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Refresh your understanding of SQL syntax before moving on to integrating it with Python.

Browse courses on SQL

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Go over your notes from previous SQL courses.
Complete practice exercises to test your knowledge.

Follow online tutorials on advanced Excel functions

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Expand your Excel proficiency by following online tutorials to master advanced functions.

Browse courses on Excel

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Identify specific advanced Excel functions to learn.
Search for online tutorials covering these functions.
Follow the tutorials and practice using the functions in Excel.

Read and summarize: Ask More Get More

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Prepare for more engaging and productive conversations with peers, colleagues, and customers by improving your questioning skills with Ask More Get More.

View The Coaching Habit on Amazon

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Read chapters 1-3 to understand the importance of questioning.
Review 'The STAR Question Tool' and consider moments to apply it.
Complete the 'Self-Assessment Quiz' to measure your current questioning skills.

Five other activities

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Mastering problem solving structures

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Strengthen your data analysis problem solving skills by practicing with a variety of problems in this online platform.

Browse courses on Problem Solving

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Create an account to access the problem solving repository.
Filter results to practice specific problem solving structures.
Solve at least 10 problems with varying difficulty.

Join a study group to discuss ChatGPT Advanced Data Analysis features

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Join a study group to explore the features of ChatGPT Advanced Data Analysis and exchange ideas with peers.

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Find a study group or create one with classmates.
Meet regularly to discuss the course material and ChatGPT Advanced Data Analysis.

Develop a step-by-step guide to using advanced filters in Excel

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Enhance your data filtering abilities by creating a detailed guide that outlines the steps to use advanced filters.

Browse courses on Data Analysis

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Open an existing Excel document or create a new one with sample data.
Apply at least 3 different types of advanced filters to the data.
Create a step-by-step written guide with screenshots to document the process.

Develop a dashboard to track key metrics for a small business

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Solidify your data analysis and visualization skills by building a dashboard to track key metrics for a small business.

Browse courses on Data Visualization

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Identify the key metrics to track.
Gather the necessary data.
Choose a data visualization tool to create the dashboard.

Build a predictive model to forecast future trends

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Apply your knowledge of data analysis and machine learning to create a predictive model that can forecast future trends.

Browse courses on Machine Learning

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Choose a dataset to use for training the model.
Select appropriate machine learning algorithms for the task.
Train and evaluate the model.

Career center

Learners who complete ChatGPT Advanced Data Analysis will develop knowledge and skills that may be useful to these careers:

Marketing Manager

A Marketing Manager is responsible for developing and executing marketing campaigns. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in marketing management by teaching you how to use ChatGPT Advanced Data Analysis to analyze data, identify trends and patterns, and communicate your findings.

See salaries and explore the career path for Marketing Manager

Sales Manager

A Sales Manager is responsible for leading and managing a sales team. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in sales management by teaching you how to use ChatGPT Advanced Data Analysis to analyze data, identify trends and patterns, and communicate your findings.

See salaries and explore the career path for Sales Manager

Data Scientist

A Data Scientist builds, deploys, and maintains machine learning models to solve business problems. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in data science by teaching you how to use ChatGPT Advanced Data Analysis to automate tasks, such as data cleaning, feature engineering, and model training.

See salaries and explore the career path for Data Scientist

Machine Learning Engineer

A Machine Learning Engineer designs, builds, and deploys machine learning models to solve business problems. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in machine learning engineering by teaching you how to use ChatGPT Advanced Data Analysis to automate tasks, such as data cleaning, feature engineering, and model training.

See salaries and explore the career path for Machine Learning Engineer

Business Analyst

A Business Analyst uses data and analytics to identify and solve business problems. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in business analysis by teaching you how to use ChatGPT Advanced Data Analysis to analyze data, identify trends and patterns, and communicate your findings.

See salaries and explore the career path for Business Analyst

Data Analyst

A Data Analyst designs and deploys systems and processes for interpreting and analyzing data to guide decision-making, identify trends and patterns, and uncover hidden insights. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in data analysis by teaching you how to interpret and visualize data, identify patterns, and communicate your findings.

See salaries and explore the career path for Data Analyst

Financial Analyst

A Financial Analyst is responsible for analyzing financial data to make investment recommendations. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in financial analysis by teaching you how to use ChatGPT Advanced Data Analysis to analyze data, identify trends and patterns, and communicate your findings.

See salaries and explore the career path for Financial Analyst

Product Manager

A Product Manager is responsible for the development and launch of new products and features. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in product management by teaching you how to use ChatGPT Advanced Data Analysis to analyze data, identify trends and patterns, and communicate your findings.

See salaries and explore the career path for Product Manager

Operations Manager

An Operations Manager is responsible for the day-to-day operations of a business. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in operations management by teaching you how to use ChatGPT Advanced Data Analysis to analyze data, identify trends and patterns, and communicate your findings.

See salaries and explore the career path for Operations Manager

Data Engineer

A Data Engineer builds and maintains data pipelines to transport and transform data from various sources to support data analysis and machine learning. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in data engineering by teaching you how to use ChatGPT Advanced Data Analysis to automate tasks, such as data extraction, transformation, and loading.

See salaries and explore the career path for Data Engineer

Technical Writer

A Technical Writer creates and publishes technical documentation, such as user manuals, white papers, and training materials. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in technical writing by teaching you how to use ChatGPT Advanced Data Analysis to generate ideas, write clear and concise text, and communicate your message effectively.

See salaries and explore the career path for Technical Writer

UX Designer

A UX Designer designs and evaluates user interfaces to ensure that they are easy to use and understand. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in UX design by teaching you how to use ChatGPT Advanced Data Analysis to analyze data, identify trends and patterns, and communicate your findings.

See salaries and explore the career path for UX Designer

Journalist

A Journalist gathers, analyzes, and reports on news and current events. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in journalism by teaching you how to use ChatGPT Advanced Data Analysis to gather and analyze data, identify trends and patterns, and communicate your findings.

See salaries and explore the career path for Journalist

Copywriter

A Copywriter creates and publishes written content for a variety of purposes, including marketing, advertising, and public relations. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in copywriting by teaching you how to use ChatGPT Advanced Data Analysis to generate ideas, write clear and concise text, and communicate your message effectively.

See salaries and explore the career path for Copywriter

Content Writer

A Content Writer creates and publishes written content for a variety of purposes, including marketing, advertising, and public relations. ChatGPT Advanced Data Analysis may be useful in helping you build a foundation in content writing by teaching you how to use ChatGPT Advanced Data Analysis to generate ideas, write clear and concise text, and communicate your message effectively.

See salaries and explore the career path for Content Writer