Prompt Engineering for Data Analysis
Data Analysis & Data Visualisation with ChatGPT, Python, Pandas & Prompt Engineering. Formulate effective prompts that guide ChatGPT to generate the desired code
You will learn coding through prompt engineering, eliminating the need to write a single line of code. This approach is tailored to make coding accessible and enjoyable, even for absolute beginners.
For those already experienced in data analysis using Python, this course offers a game-changing opportunity to dramatically enhance your coding speed and efficiency. By leveraging GPT's capabilities, you'll learn how to use prompt engineering techniques to guide ChatGPT in generating accurate, high-quality code tailored to your specific requirements. This transformative skillset will enable you to focus on solving complex data analysis problems while ChatGPT takes care of writing the code, ultimately saving you time and effort.
Throughout the course, we'll dive deep into the world of prompt engineering, exploring how to:
- Formulate effective prompts that guide ChatGPT to generate the desired code
- Refine and optimize your prompts for better results and increased accuracy
- Integrate ChatGPT-generated code seamlessly into your Python and Pandas workflows
- Troubleshoot and iterate on ChatGPT-generated code to ensure it meets your requirements
- Leverage ChatGPT's potential to automate repetitive tasks, freeing up your time for more critical analysis
What will this course Cover: You'll embark on a captivating journey that begins with an introduction to ChatGPT and the art of prompt engineering. As you delve deeper, you'll discover the ease of installing Anaconda and working with both Jupyter Notebook and Google Colab, two powerful tools that will become your trusted allies throughout the learning process.
Continuing on this exciting path, we'll provide you with a crash course in Python basics, ensuring a solid foundation to build upon as you progress. Next, you'll explore the essentials of Pandas, mastering the art of working with series, data frames, and multiple data frames to easily manipulate and analyze data with ease.
The course then takes you on a fascinating exploration of data visualization using the versatile Matplotlib library, empowering you to create stunning and informative visualizations to support your data analysis. Finally, you'll learn the ins and outs of importing and exporting various types of data files in Python, rounding out your skillset and making you a formidable data analyst.
Throughout this immersive experience, we'll weave the knowledge and skills together in a seamless narrative, ensuring you develop a deep understanding of the concepts and their practical applications. Enroll now and transform your data analysis journey into an engaging and rewarding adventure!
What you'll 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.
- Develop a strong foundation in Python, Pandas, and data analysis, paving the way for future learning and professional growth in the field.
#python #chatgpt #dataanalysis #datavisualisation
