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Prompt Engineering for Data Analysis Python, Pandas, ChatGPT (Udemy.com)

ChatGPT & Python. No Coding Needed. Data Analysis & Data Visualisation with ChatGPT, Python, Pandas & Prompt Engineering

Created by: Saad A

Last updated November 2024

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What you will learn

  • Confidently approach data analysis tasks with Python and Pandas, even without prior coding experience.
  • Leverage the power of ChatGPT and prompt engineering techniques to efficiently generate accurate, high-quality code for data analysis and visualisation.
  • Seamlessly integrate ChatGPT-generated code into their Python and Pandas workflows, saving time and effort on manual coding.
  • Effectively communicate with ChatGPT by crafting optimised prompts that guide the AI to produce the desired results.
  • Master the use of Jupyter Notebook and Google Colab, enabling a smooth and productive learning experience.
  • Gain proficiency in importing and exporting various types of data files in Python, enhancing their versatility as data analysts.
  • Create visually appealing and informative data visualisations using the Matplotlib library to support their data-driven decision-making processes.

How it compares

Against the other 371 rated Udemy courses in Data Analysis on CourseDuck:

  • Rating4.1 out of 5higher than 8% of them
  • Reviews1,185#131 of 372 by number of reviews
  • Length14.1 hourslonger than 85% of them
  • Last updatedNovember 2024earlier than 60% of them

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Course Description

Unlock the potential of data analysis with this focused course on prompt engineering and Python, designed for those looking to master the integration of ChatGPT with data tools like Pandas. Whether you're a beginner or have some coding experience, this course takes you step-by-step through setting up your environment, learning Python fundamentals, and diving into practical data analysis using prompt engineering techniques. From importing data to building insights and creating visualizations, this course covers everything you need to turn raw data into actionable insights.

What You’ll Learn:

  • Essentials of Prompt Engineering with ChatGPT: Begin with the basics of prompt engineering and learn how to communicate effectively with ChatGPT, enhancing its usefulness for data-related tasks.

  • Python Setup & Jupyter Notebook Basics: Set up your Python environment with Anaconda, Jupyter Notebook, and Google Colab, ensuring you have the tools you need to work efficiently across platforms.

  • Pandas for Data Analysis: Dive into essential Pandas skills, from working with Series and DataFrames to advanced data manipulation with functions like GroupBy. Learn prompt engineering strategies to streamline tasks and increase analysis efficiency.

  • Data Visualization and Data Management: Explore data visualization techniques and discover how to import, export, and handle multiple data files. These skills empower you to present findings effectively and manage complex data projects.

  • Real-World Projects: Apply what you’ve learned to hands-on projects, including e-commerce transaction analysis, salary dataset exploration, movie success factor analysis, and stock performance. Each project is designed to give you experience with real-world data and enhance your problem-solving skills.

  • Build GUI Apps in Python: Move beyond data analysis to learn how to create GUI applications, adding a user-friendly interface to your data solutions and making your work accessible to non-technical users.

By the end of this course, you’ll be equipped to handle data analysis projects from start to finish, using Python, Pandas, and prompt engineering with ChatGPT. Get ready to make data-driven decisions and add value to any organization with these cutting-edge skills!

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Instructor Details

Saad A

Hi, I am Saad. My educational background is in Data Science, Business, and Finance and I have a decade of experience working for Fortune 500 companies including Deloitte, PWC, BMO, and Microsoft.

I am passionate about harnessing the power of AI to make life easier for each one of us. Through my courses, I aim to provide insight into the evolving field of AI and keep you informed and engaged with the latest advancements in the field. Whether you are an expert in the field of AI or a curious beginner, these courses will offer you the guidance you need to stay on top of the latest trends and help you harness the power of AI to your advantage.

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Reviews

4.1

1,185 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Fabio De Vincenzi on 5/25/2026

English is barely understandable for non-mothertongue. The accent is uncommon, different from Received Pronunciation or standand UK/US.

By Shrikant Hiremath on 5/6/2026

Good and amazing course. It is very helpful for beginners and freshers, as it explains all concepts clearly in a simple and understandable manner. The course structure is well organized, and the practical examples help in gaining real knowledge and confidence

By Sonia Awan on 11/19/2025

Dear Saad, I am not a programmer or CS professional but you've broken down complex concepts into such tiny, comprehensible bits that I am truly emjoying learning. I hope we could collaborate on something in the future. Dr. Sonia

By Paulo José da Silva Felix Felix on 3/19/2025

Eu comprei o curso achando que o idioma fosse em português(BRASIL) Está dificil de acompanhar lendo as legendas.

By Nicholas Spanos on 9/26/2024

Prompt Engineering for Data Analysis Python, Pandas, ChatGPT was a very informative course and provided a lot of good examples on how ChatGPT works. For anyone new to these tools, this class provides a good overview of all of the new AI tools that are new and available.

By Shiv Sapra on 6/11/2024

I've been very start-stop with learning python over the last year or so. Often the blockers I would encounter would be simple syntax errors or errors on loading in csv's for example. The use of chatGPT in the course really gets rid of all barriers to coding with python. Watching how to troubleshoot errors through the course I feel much more confident about using python in my day to day work. It would have been good to have some exercises which required us to do the work before being given the answers but thats a small point. Thanks for the help - I look forward to more courses - your style made it very straight forward to learn.

By Austyn Bambrook on 1/3/2024

This course seems out of place appended to the beginners Prompt engineering. Although it tries to introduce coding with python it Assumes an intimate knowledge of Excel, which it referres to for analogues quite frequently. This should be a stand-alone course. It is interesting, but I have stopped trying to follow along as it was taking too long, and I figured what I need is an appreciation of what it is showing, not a comprehensive ability to do it.

By Pavan Nikhil Yeturu on 7/18/2023

I Love the fact this is a Prompt engineering course as well as a python crash course. Me being a Student Doing Data Analysis in undergrad and looking to pursue Masters focusing on generative AI, This course Is everything i Wanted

By Anand George on 6/9/2023

Awesome Saad. Loved the way you conceptualised, structured and walked us through the course. It truly opened us to the possibilities of what a basic understanding of Python coupled with the power of ChatGPT can do for us. Thank you and good luck.

By Mustafa Vadnagarwala on 6/9/2023

For a programmer expert in python / pandas this would not be as beneficial. On the other hand, a total non-programmer would be at a loss at what is going on. Just wondering whether an approach like PandasAI is more appropriate for an established programmer.

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Overall Score : 82 / 100