ChatGPT for Data Engineers, Data Analysts, and Data Scientists

Description

In this interactive one-day training, "ChatGPT for Data Engineers, Data Analysts, and Data Scientists", we delve into the use of ChatGPT and its applications within data science and data engineering. The training introduces you to ChatGPT and prompting techniques, enabling you to effectively utilize them for data analysis and processing. Throughout the day, we will analyze a real-world dataset, safely employing ChatGPT. By the end, these findings will be made actionable for end-users.

We combine theory and practice to ensure a comprehensive understanding beyond just learning a tool. By day's end, you'll have a grasp of Generative AI in general, contributing to innovative solutions in data product development.

For who is the training "ChatGPT for Data Engineers, Data Analysts, and Data Scientists"?

This course is designed for professionals who work with data daily, such as data engineers, data analysts, or data scientists. You might occasionally use ChatGPT or another language model but haven't yet structured your prompts. As a data engineer, you may wish to perform additional analyses or transformations on data but lack the time. As an analyst or scientist, analyses may still require significant effort and aren't always automated.

Objectives

After completing this training, you will:

• Know the four prompt engineering steps
• Are able to apply prompting techniques for data analysis tasks
• Understand when to apply ChatGPT within your data workflow and when not to
• Comprehend how ChatGPT and generative AI function behind the scenes

Prerequisites and Requirements

Participants should have:

• Knowledge of working with data
• Basic knowledge of Python
• A ChatGPT Plus account

Topics

The training program covers the following areas, each focusing on a specific aspect of working with ChatGPT and data:

• Introduction to ChatGPT and Generative AI
• Safe use of data in AI models
• Prompting techniques and strategies
• ChatGPT in data analysis
• Identifying AI use cases
• Ethics and responsible use

All topics are applied to an actual dataset from the field.

Study Materials

We use self-developed materials for this training. We ensure you receive all necessary materials on time.