ChatGPT for Data Analysis and Business Intelligence

This course demonstrates how the power of AI and natural language processing can simplify the complex tasks of data cleaning, visualization, and report generation.
Duration: 1 Day
Hours: 4 Hours
Training Level: All Levels
Virtual Class Id: 51815
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$199.00 $332.00
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About the Course:

The world is increasingly data-driven, and effective data analysis skills are more valuable than ever. "ChatGPT for Data Analysis" is a 4-hour course uniquely designed to introduce participants to the innovative approach of leveraging ChatGPT for data-centric tasks. This course demonstrates how the power of AI and natural language processing can simplify the complex tasks of data cleaning, visualization, and report generation. By integrating ChatGPT's capabilities into the data analysis pipeline, participants will be able to streamline their workflow and obtain insights with greater efficiency.

Course Objective:

  • Understand the capabilities of ChatGPT in the realm of data analysis
  • Use ChatGPT for efficient data cleaning and preprocessing
  • Craft prompts for insightful data visualization
  • Generate comprehensive reports and insights from datasets using natural language commands
  • Incorporate ChatGPT as an innovative tool in their data analysis toolkit

Who is the Target Audience?

  • Data analysts and data scientists seeking to incorporate AI-driven techniques into their workflow
  • Students studying data analysis or related fields looking for cutting-edge tools
  • Professionals in the business intelligence domain aiming for rapid insights generation
  • Researchers are keen on utilizing AI for data processing and visualization
  • Tech enthusiasts are eager to explore the intersection of AI and data analysis

Basic Knowledge:

  • No previous knowledge of any tool or software is required to take this course, as we will cover everything from the beginning. 

Curriculum
Total Duration: 4 Hours
Introduction to ChatGPT in Data Analysis

  • The Power of Natural Language Processing in Data Analysis  
  • Overview of ChatGPT's Capabilities and Limitations in Data Handling  

Data Cleaning with ChatGPT

  • Basics of Data Cleaning and Why It Matters  
  • Using ChatGPT for Identifying and Handling Missing Values  
  • Transforming and Normalizing Data with AI  
  • Generating VBA scripts for Microsoft Excel  
  • Creating DAX for Excel and PowerBI  

Data Visualization through ChatGPT

  • Fundamentals of Effective Data Visualization  
  • Advanced Visualization and Flow charts with GPT4 Diagram  
  • Using Python and R libraries in ChatGPT  
  • Generating Program Codes for R and Python  

Gleaning Insights and Reporting

  • The Art of Data Storytelling  
  • Crafting Content with ChatGPT  
  • Using ChatGPT to Identify Trends, Patterns, and Anomalies  
  • Documentation and Report Generation with ChatGPT  
  • Content Creation- PowerPoint Presentations, Articles, Emails  

Best Practices and Troubleshooting

  • Common Challenges in ChatGPT and How to Overcome Them  
  • Ethics, Data Security, and Privacy Concerns  
  • Tips for Efficient Prompting in Data Contexts  

The Future of ChatGPT in Data Analysis

  • Evolving Landscape: ChatGPT's Potential in Big Data and Real-time Analysis  
  • Collaborative Data Analysis with AI and Human  
  • Conclusion and Q&A