Smart Dashboards with ChatGPT and Power BI
Chapter 3 Learning Module - Transforming Data Preparation: Innovating with ChatGPT in Power BI
Our Chapter 3 Learning Module from Smart Dashboards with ChatGPT and Power BI dives deep into automating and optimizing the extract, transform and load (“ETL”) process which is critical for effective data visualization.
Why Dive into Data Preparation?
Efficient, reliable data preparation is essential but often complex and tedious. This learning module isn't just theory—it's practical, interactive, and designed to automate your workflow using ChatGPT and Power BI, making the process straightforward and effective.
What You'll Master in the Chapter 3 Learning Module:
1. Automating Travel Data Extraction (Extract Phase)
· Learn how ChatGPT can generate Python scripts to automate data extraction from APIs like TripAdvisor.
· Extract valuable tourism data (reviews, ratings, spending) quickly and accurately.
· Gain hands-on experience setting up API access and executing automated data retrieval scripts.
2. Cleaning & Transforming Social Media Sentiment Data (Transform Phase)
· Use ChatGPT to clean and transform social media datasets, efficiently handling duplicates and missing values.
· Automate sentiment analysis with NLP techniques—classifying tweets instantly into positive, negative, or neutral.
· Understand how real-time social sentiment can directly inform strategic business decisions.
3. Loading Consumer Experience Data into Power BI (Load Phase)
· Seamlessly import cleaned consumer data into Power BI for insightful analysis.
· Create interactive visualizations—bar charts, heat maps, and sentiment analyses—that drive strategic decisions.
· Learn advanced visualization techniques tailored specifically to consumer experiences (e.g., Las Vegas attractions).
4. Complete ETL for Fintech: Personalized Financing Options
· Master the entire ETL process using ChatGPT for fintech applications.
· Combine credit scores and social media data to personalize financing offers.
· Calculate risk scores to provide tailored financial recommendations, automating this traditionally manual process.
Who Will Benefit from this Module?
Whether you're a data analyst, social media manager, fintech professional, travel strategist, or anyone passionate about data analytics, you'll acquire the practical skills needed to streamline your data preparation workflow effectively.
Ready to Dive In?
The book will be available on Amazon soon. Let us know if you would like to pre-order and we will provide a discount code if you can provide an Amazon review for the book. Please contact us on Substack chat - Gen AI + Data Viz or LinkedIn (https://www.linkedin.com/in/jamesbryantsfca/) to get the discount code.