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ChatGPT Advanced Data Analysis

Dr. Jules White

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:

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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.

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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
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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

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Activities

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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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.

Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in ChatGPT Advanced Data Analysis.
This classic textbook provides a comprehensive overview of natural language processing, covering topics such as text classification, information retrieval, and machine translation. It offers a strong theoretical foundation for understanding the techniques used in ChatGPT Advanced Data Analysis.
Provides a probabilistic perspective on machine learning. It covers topics such as Bayesian inference, graphical models, and reinforcement learning, which are essential for understanding the underlying principles of ChatGPT Advanced Data Analysis.
Offers a comprehensive overview of natural language processing using Python. It covers topics such as text preprocessing, feature extraction, and machine learning for NLP, which are essential for using ChatGPT Advanced Data Analysis effectively.
Offers a comprehensive introduction to data visualization. It covers topics such as visual perception, chart types, and design principles, which are essential for creating effective presentations of data generated from ChatGPT Advanced Data Analysis.
This hands-on guide provides a practical introduction to deep learning using Python. It covers topics such as neural networks, convolutional neural networks, and recurrent neural networks, which are essential for understanding the underlying algorithms used in ChatGPT Advanced Data Analysis.
Provides a comprehensive overview of deep learning, including a chapter on natural language processing. It would be a valuable resource for anyone who wants to understand the underlying principles of ChatGPT and other large language models.
Provides a comprehensive overview of natural language processing, including a chapter on natural language processing. It would be a valuable resource for anyone who wants to understand the underlying principles of ChatGPT and other large language models.
Provides a comprehensive overview of computational linguistics, including a chapter on natural language processing. It would be a valuable resource for anyone who wants to understand the underlying principles of ChatGPT and other large language models.

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