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ChatGPT for Data Analysis: Advanced Prompt Techniques

Code Date Delivery Cost
ITS-1927
  • Tue Feb 24, 9:00 am to 12:00 pm
  • Tue Mar 3, 9:00 am to 12:00 pm
 Live Online : 2 sessions $450

Before each live online session, Tech Training will provide a Zoom link for live online classes, along with any required class materials.

Design efficient prompts that deliver results with fewer steps in data science projects. Build a solid understanding of prompt engineering principles and recognize their impact on workflows and outcomes in the data science field.

Program Description

Discover how to kickstart data science projects using ChatGPT and other GenAI tools. Convert categorical data into usable numerical formats, streamline data cleaning and preprocessing, and dive into Python-powered analysis with Google Colab. Explore techniques for extracting meaningful insights from qualitative data.

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 analyzing qualitative data with ChatGPT, extracting valuable interpretations from non-numerical data.
Topic 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 Stakeholders with ChatGPT
Prerequisites

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

Credits
  • 6 Professional Development Units (PDU)
  • 0.6 Continuing Education Units
  • 6 Professional Development Hours
  • Stanford Technology Training Program Certificate of Completion Awarded

Custom training workshops are available for this program

Technology training sessions structured around individual or group learning objectives. Learn more about custom training.

Special Group Rates

For groups of 5 or more, special rates are available. Please contact techtraining@stanford.edu for more details.

University IT Technology Training sessions are available to a wide range of participants, including Stanford University staff, faculty, students, and employees of Stanford Hospitals & Clinics, such as Stanford Health Care, Stanford Health Care Tri-Valley, Stanford Medicine Partners, and Stanford Medicine Children's Health.

Additionally, some of these programs are open to interested individuals not affiliated with Stanford, allowing for broader community engagement and learning opportunities.