ChatGPT for Data Exploration

Description:

Participants will learn to design efficient prompts in this ChatGPT training to achieve desired results with fewer steps in their data science projects. They will develop the ability to comprehend and explain the basic principles of prompt engineering and its relevance in the field of data science.

Duration    1 Day

Course Code: BDT309

Learning Objectives:

• With this course, you will have the opportunity to
• Gain skills to employ ChatGPT and other GenAI tools to initiate data science projects
• Transform categorical data into numerical form using ChatGPT effectively.
• Learn to leverage Google Colab for efficient Python programming and data analysis.
• Develop skills in using ChatGPT to prepare and clean data for analysis, simplifying the preprocessing stage.
• Gain proficiency in analysing qualitative data with ChatGPT, extracting valuable interpretations from non-numerical data.

• Participants are expected to have basic knowledge of Data Analysis and EDA. Basic programming w.r.t Data Science projects is desired but not required

• Data Science enthusiasts looking to make use of Chat GPT in their Projects
• Professionals wanting to use Chat GPT for specialized tasks
• Data Analysts seeking to enhance their Data Preprocessing tasks with free online tools / Generative AI software available online.

• Data Science enthusiasts looking to make use of Chat GPT in their Projects
• Professionals wanting to use Chat GPT for specialized tasks
• Data Analysts seeking to enhance their Data Preprocessing tasks with free online tools / Generative AI software available online.

Course Outline:

Session 1

• Deriving insights from data
• Working with Google Colab
• Chat GPT Prompt Engineering
• Data Analysis with ChatGPT 

Session 2

• Using ChatGPT to prepare data
• Hands-On Data Processing: Applying ChatGPT for Efficient Business Data Prep
• Creating Data Analysis Reports and Communicating with Stakeholder with ChatGPT

Training Material Provided: Yes (Digital Format)