Packt

ChatGPT and Prompt Engineering With Advanced Data Analysis

Packt

ChatGPT and Prompt Engineering With Advanced Data Analysis

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

9 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

9 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Master the art of prompt engineering for a wide range of applications

  • Use ChatGPT and AI tools to enhance productivity and creativity in business

  • Build and debug machine learning models with AI assistance

  • Leverage data analysis techniques for advanced insights and visualizations

Details to know

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Recently updated!

February 2026

Assessments

14 assignments

Taught in English

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There are 13 modules in this course

In this module, we will provide an overview of the course structure, its objectives, and how to navigate the learning journey. We will introduce OpenAI’s mission and its transformative role in AI technology. Additionally, we will guide you through the process of setting up your OpenAI account to ensure a seamless learning experience.

What's included

3 videos1 reading

In this module, we will explore the concepts of Large Language Models (LLMs) and Generative AI, understanding how they power ChatGPT. We will also dive into the significance of transformers and neural networks, breaking down the technologies that enable ChatGPT to process and generate human-like text. This module offers a comprehensive look at the cutting-edge innovations behind modern conversational AI.

What's included

2 videos1 assignment

In this module, we will explore practical ways to use ChatGPT for various tasks. We will start by crafting elevator pitches that effectively communicate complex ideas in a succinct manner. Next, we will leverage ChatGPT to create engaging PowerPoint presentations that captivate audiences. Finally, we will dive into coding, using ChatGPT to generate and debug programs, honing your programming abilities.

What's included

3 videos1 assignment

In this module, we will immerse ourselves in the world of prompt engineering, understanding how to craft effective prompts to achieve optimal results with ChatGPT. We will explore various applications, from business analysis to professional development, and discover how different prompt types can be used to meet specific needs. With practical case studies and exercises, this module equips you with the skills to fine-tune your interactions with ChatGPT and leverage it to enhance your productivity and decision-making.

What's included

7 videos1 assignment

In this module, we will delve into the integration of ChatGPT with machine learning tasks. We will learn how to leverage ChatGPT in building and refining machine learning models, using both its language generation and data analysis capabilities. Additionally, we will explore how to use ChatGPT and Streamlit to create interactive, visually engaging word clouds, helping to better represent and analyze textual data.

What's included

2 videos1 assignment

In this module, we will explore how ChatGPT can elevate your social media strategy. We will learn how to create concise and engaging summaries for blog posts, ensuring key insights are captured effectively. You will also discover how to generate impactful hashtags to increase your reach on social media platforms and craft creative, optimized titles and descriptions for YouTube videos to attract more viewers.

What's included

3 videos1 assignment

In this module, we will enhance your data analysis skills by utilizing ChatGPT to master Excel functions and data interpretation. We will start by learning how to use VLookUp for efficient data navigation, then progress to advanced techniques for handling complex scenarios. Additionally, we will explore how to analyze Net Promoter Score (NPS) data, leveraging ChatGPT’s insights to make informed decisions based on customer satisfaction metrics.

What's included

3 videos1 assignment

In this module, we will dive into the world of advanced data analysis, starting with the foundational tools and techniques provided by ChatGPT. We will begin by exploring the pre-processing steps and conducting exploratory data analysis (EDA) to uncover hidden insights. From there, we will move on to advanced analysis and visualization methods to make data-driven conclusions. Lastly, we will blend creativity with data as we learn to create GIFs from images, adding a dynamic element to our data presentations.

What's included

4 videos1 assignment

In this module, we will dive into the fascinating world of image generation with ChatGPT through the DALL-E plugin. You will learn how to transform textual descriptions into visually striking images, discovering the creative power of ChatGPT in generating unique visual content. This module opens up new possibilities for using AI in design, art, and beyond.

What's included

1 video1 assignment

In this module, we will explore ten fascinating and practical applications of ChatGPT, showcasing its versatility across various fields. From solving complex problems to sparking creativity, you’ll discover how ChatGPT can be a powerful tool in everyday tasks and professional endeavors. This video offers a glimpse into the innovative ways ChatGPT can enhance your personal and work life.

What's included

1 video1 assignment

In this module, we will dive into the powerful world of Whisper AI, exploring its advanced language processing features and capabilities. You will gain insights into how Whisper AI is transforming the landscape of AI-driven communication, from transcription and translation to voice recognition. This video provides a deeper understanding of how this innovative tool can be applied across various use cases to enhance communication efficiency.

What's included

1 video1 assignment

In this module, we will explore the versatile capabilities of Google Bard. Starting with a detailed walkthrough, you'll learn how to navigate its interface and use its basic features for practical applications. We will also delve into the synergy between Google Bard and Google Lens, unlocking enhanced visual processing potential. Additionally, we will examine Bard's advanced features and demonstrate how to export its outputs to Google Sheets for streamlined data management and productivity.

What's included

4 videos1 assignment

In this final module, we will explore critical issues surrounding AI-generated content. We will begin by learning how to identify whether content is created by AI or humans, equipping you with tools for content evaluation. We will also delve into the privacy concerns tied to AI, exploring ethical challenges and the importance of safeguarding user data. Additionally, we’ll discuss the potential of ChatGPT in comparison to Google, and address the risks involved in using AI tools, ensuring you have a well-rounded understanding of the responsible deployment of AI technologies.

What's included

4 videos3 assignments

Instructor

Packt - Course Instructors
Packt
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