GenAI for Data-Driven Solutions: Automate, Analyze, and Accelerate
Completed by Ngoc Bich Nguyen on July 24, 2025
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Badge ID: W2KKYqZ5T9SiimKmeQ_UEw
About this Badge
GenAI for Data-Driven Solutions: Automate, Analyze, and Accelerate is one of the 5 learning paths of GenAI for Everyone Academy of Science & Technology Track in the ASEAN Online Education Platform for Industry 4.0, developed by ASU and sponsored by the U.S. – ASEAN Center. You need to complete all courses in ONE learning path to receive the certificate of completion from the U.S.-ASEAN Center. Following a learning path will also earn you an achievement badge upon completion.
Learning objectives
- Utilize OpenAI GPT models to generate SQL queries from natural language prompts and extract insights from databases.
- Develop AI-driven data enrichment systems using OpenAI API to enhance datasets with dynamic content generation.
- Leverage AI tools like ChatGPT and GitHub Copilot to build interactive web components and streamline coding processes.
- Apply Generative AI techniques to balance datasets and improve model accuracy in fraud detection systems.
Skills learned
- Writing and Editing
- Exploratory Data Analysis
- Relational Databases
- Data Analysis Software
- Patient Education And Counseling
- Natural Language Processing
- Applied Machine Learning
- Anomaly Detection
- Dimensionality Reduction
- Content Creation
- HTML and CSS
- Responsive Web Design
- Excel Formulas
- Query Languages
- Text Mining
- UI Components
- Stored Procedure
- Target Audience
- Value Propositions
- Application Deployment
- Artificial Intelligence
- Transaction Processing
- Web Design and Development
- User Feedback
- Version Control
- Customer Insights
- Generative AI
- Product Knowledge
- Microsoft Excel
- Target Market
- Data Synthesis
- Python Programming
- Deep Learning
- Web Applications
- Trend Analysis
- Prompt Engineering
- Unstructured Data
- Database Application
- User Research
- Blogs
- Editing
- Data Cleansing
- Data Manipulation
- ChatGPT
- Jupyter
- Tensorflow
- Branding
- Copywriting
- Debugging
- GitHub
- JSON
- Telehealth
- Data Processing
- Health Technology
- Database Design
- Application Development
- Writing
- Javascript
- Sales Strategy
- Data Visualization
- File Management
- Brand Management
- Web Development
- Databases
- SQL
- Database Management
- Data Analysis
- Front-End Web Development
- Keras (Neural Network Library)
- Pandas (Python Package)
- Data-Driven Decision-Making
- Application Programming Interface (API)
- E-Commerce
- Skills section collapsed. Showing 7 of 73 skills.
Learning content completed
Some of the content and skills presented have been contributed by the content provider.