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SayPro Quarterly Targets for SayPro:1000 GPT-extracted course titles stored in SayPro database
Email: info@saypro.online Call/WhatsApp: + 27 84 313 7407
SayPro is a Global Solutions Provider working with Individuals, Governments, Corporate Businesses, Municipalities, International Institutions. SayPro works across various Industries, Sectors providing wide range of solutions.
SayPro – Quarterly Targets
Target: Store 1,000 GPT-Extracted Course Titles in the SayPro Database
Time Frame: Quarterly (3 Months)
Objective:
To utilize AI-powered tools (such as GPT) to generate, refine, and store 1,000 unique, relevant, and high-quality course titles in the SayPro database. These titles will serve as the foundation for future module development, content creation, and curriculum expansion.
Detailed Description of the Target
1. Definition and Purpose
GPT-extracted course titles refer to course topic ideas and titles generated using advanced language models (e.g., GPT-4) based on:
- Global industry trends
- Skill development needs
- Educational gaps across regions
- SayPro’s strategic thematic areas (entrepreneurship, digital skills, healthcare, youth empowerment, etc.)
Purpose:
- To rapidly scale SayPro’s course ideation pipeline
- To inform the curriculum development roadmap
- To enhance responsiveness to labor market and learner demand
Breakdown of Activities to Achieve the Target
A. Planning and Setup
- Define Topic Categories: Create a list of key areas (e.g., technology, agriculture, health, soft skills, business, leadership) for GPT to focus on.
- Prompt Engineering: Design effective prompts for GPT to generate relevant and diverse course titles.
- Validation Criteria: Establish internal guidelines to assess title quality, relevance, and uniqueness (e.g., no duplicates, clear learner value, appropriate level).
B. Generation Process
- Automated Extraction: Use GPT to generate large batches of course titles (e.g., 100-200 at a time) based on curated prompts.
- Iterative Refinement: Run prompts multiple times using varied parameters to generate a broader variety of titles.
- Deduplication and Filtering: Automatically or manually remove duplicates and low-quality entries.
C. Review and Curation
- Manual Review Team: Assign instructional designers or SMEs to review, tag, and approve each title.
- Categorization: Organize approved titles by subject area, skill level (beginner/intermediate/advanced), and course type (short course, certification, etc.).
- Metadata Tagging: Add relevant tags to each course title (e.g., “remote work”, “green economy”, “AI”, “entrepreneurship”).
D. Database Integration
- Database Design: Ensure the SayPro database is structured to store:
- Course title
- Category
- Tags/keywords
- Suggested learning outcomes (optional)
- Date generated and approved
- Upload and Store: Input approved course titles into the SayPro content management system or curriculum planning database.
- Ensure Searchability: Enable filters and search tools to allow users to access and browse titles easily.
Key Milestones
| Milestone | Target Date |
|---|---|
| Initial GPT prompts developed | Week 1 |
| First 300 titles generated and filtered | End of Month 1 |
| 700 titles generated and 500 approved | End of Month 2 |
| 1,000 total titles generated, approved & stored | End of Month 3 |
Success Criteria
- Quantity: 1,000 unique, approved course titles stored in the SayPro database.
- Quality: Titles are relevant, actionable, and aligned with SayPro’s educational vision.
- Categorization: All titles are correctly tagged and sorted by thematic focus.
- Usability: Titles are accessible via SayPro’s internal systems for curriculum planners and course developers.
Expected Impact
- Significantly expands SayPro’s course planning capabilities
- Supports the rapid development of tailored learning content
- Enhances SayPro’s ability to respond to learner and market needs
- Positions SayPro as a forward-thinking, AI-integrated learning platform
- Neftaly Malatjie | CEO | SayPro
- Email: info@saypro.online
- Call: + 27 84 313 7407
- Website: www.saypro.online
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