ChatGPT Workshop for Data Professionals
At the end of 2022, ChatGPT stormed into our lives. This was the first step towards making AI accessible
to the masses. With the excitement it brought to our lives of having the ability to ask questions and
receive fast answers on specific topics, came a fear of a change in data-related employment options
and the possibility that ChatGPT would replace some positions.
In our workshop, we will learn how to
utilize ChatGPT’s capabilities to our own benefit to perform our data-related positions better.
In the first section, we will begin by understanding what Generative AI is, as well as what language
models are. Additionally, we will explore chat terminology to build a comprehensive understanding of
the technology.
In the second section, we will focus on the essence of prompting, context, and conversation with
ChatGPT. We will learn the principles of Prompt Engineering and develop a prompt mindset when
conversing with ChatGPT. Our aim is to improve ChatGPT responses by using Prompt Engineering and
optimize outputs with precision.
In the third section, we will discuss how ChatGPT assists data professionals. We will explore the
benefits of asking ChatGPT data-related questions, when we should ask these questions, and what
types of questions ChatGPT can assist us with. We will explore how to utilize ChatGPT to enhance our
everyday tasks as data professionals. Specifically, we will focus on the implications for SQL and Python
tasks and skills. Our goal is to enable Data Professionals to run their everyday tasks more efficiently. In
the SQL section, we will cover how to create a database from scratch, optimize queries, and even
instruct ChatGPT to write queries from scratch. We will also address other necessary but less enjoyable
tasks that data professionals must tackle. In the Python section, we will explore how to generate data
from scratch, optimize code, and perform code testing. Our goal is to enhance our Python skills and
improve time management. Additionally, we will learn how to convert code from one programming
language to another.
In the fourth section, we will shift our attention to content curation. We will explore how to create
compelling content, write posts and emails, and enhance our online presence on platforms like
LinkedIn as data professionals by using ChatGPT. We will also explore how ChatGPT can improve our
content, proofread, and fix grammar mistakes.
This workshop is relevant for data professionals from all disciplines, including Data Scientists, Data
Engineers, Data Analysts, Business Analysts, and BI developers who are seeking to better understand
ChatGPT, its capabilities, and its limitations for assisting with everyday tasks.Experienced Data Engineers / Data Analysts / Data Scientists / BI Developers or any other Data related field with a solid background in SQL or Python.
Experienced Data Engineers / Data Analysts / Data Scientists / BI Developers or any other Data related field with a solid background in SQL or Python.
Section 1: Intro to ChatCPT and Generative AI
- Intro Generative AI
- Intro to Language Models
- Intro to OpenAI and ChatGPT
- Common Chat Terminology
Section 2: ChatGPT conversation principals
- Start conversation with ChatGPT
- Develop a prompt mindset
- Improve your responses by using Prompt Engineering
Section 3: ChatGPT for Data Professionals
- SQL:
- How to use ChatGPT to create database
- How to Use ChatGPT to write queries
- How to Use ChatGPT to optimise queries
- How to Use ChatGPT to generate data
- How ChatGPT can explain what a query does
- How ChatGPT can assist with writing comments and documentation
- Python:
- How to Use ChatGPT to write a code / Functions
- How to Use ChatGPT to optimise code functionality
- How to Use ChatGPT to generate data
- How to write tests using ChatGPT
- How to handle errors using ChatGPT
- Translate one language into another using ChatGPT
Section 4: Content Curation
- Generate content (posts, emails, etc..) using ChatGPT
- Proofread and fixing grammar with ChatGPT
Section 5: Conclusion and Q&A
- Recap of key takeaways
- Opportunity for participants to ask questions and discuss their experiences using ChatGPT.

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