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SayProApp Courses Partner Invest Corporate Charity Divisions
SayPro Email: sayprobiz@gmail.com Call/WhatsApp: + 27 84 313 7407
SayPro Responsibilities:Use GPT to extract 100 course topics per prompt; ensure accuracy and alignment with SayPro standards.
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 Responsibilities: Use GPT to Extract 100 Course Topics per Prompt; Ensure Accuracy and Alignment with SayPro Standards
1. Prompt Design and Input Preparation
- Strategic Prompt Development: Create clear, detailed prompts that guide GPT to generate course topics aligned with SayPro’s strategic focus areas (e.g., skills development, entrepreneurship, leadership, health, ICT, etc.).
- Contextual Relevance: Include relevant context in prompts such as industry trends, target audience (e.g., youth, professionals, communities), skill levels (beginner, intermediate, advanced), and delivery mode (online, blended, in-person).
- Diversity of Categories: Design prompts to cover a wide range of sectors, including education, technology, business, sustainability, agriculture, public service, and vocational training.
2. GPT Interaction and Topic Generation
- Utilize GPT Technology: Use the GPT model to generate 100 unique and relevant course topics per prompt, ensuring each list is comprehensive and non-repetitive.
- Iteration and Refinement: Where needed, iterate prompts or apply follow-up instructions to refine and expand topic lists, ensuring completeness and thematic diversity.
- Topic Clustering: Organize the generated topics into logical clusters or categories for easier curriculum planning and module development.
3. Accuracy Assurance and Quality Control
- Content Validation: Review each generated topic manually or with automated filtering tools to ensure:
- Relevance to SayPro’s mission and target audience.
- Clarity and specificity of topic titles.
- Accuracy in terminology, phrasing, and subject matter.
- Redundancy Check: Eliminate duplicate or overly similar topics to maintain a list of 100 distinct and original titles.
- Fact-Checking: Where topics refer to specific data, frameworks, or regulations, validate them against trusted sources or consult subject matter experts.
4. Alignment with SayPro Standards
- Curriculum Framework Compliance: Ensure all course topics align with SayPro’s curriculum development framework, which includes:
- Competency-based education principles.
- Practical, employability-driven learning outcomes.
- Inclusivity, accessibility, and gender sensitivity.
- Strategic Fit: Confirm that topics support SayPro’s overarching goals, such as youth empowerment, entrepreneurship development, public service enhancement, and digital literacy.
- Cultural and Ethical Relevance: Review topics for cultural appropriateness, sensitivity, and compliance with SayPro’s ethical guidelines.
5. Documentation and Database Management
- Structured Output Format: Organize the final 100 topics in a standardized format (e.g., spreadsheet, database, CMS-compatible format) for easy integration into SayPro systems.
- Tagging and Metadata: Assign relevant tags (e.g., subject area, skill level, language) to each topic to facilitate searchability and future content development.
- Archiving: Maintain version-controlled records of all prompts and topic sets generated for transparency, future reference, and updates.
6. Reporting and Continuous Improvement
- Summary Reports: Produce a brief report after each batch generation outlining:
- Prompt used.
- Number of topics generated and approved.
- Observations on GPT performance.
- Recommendations for prompt refinement or tool enhancement.
- Feedback Loop: Collect input from curriculum developers and other stakeholders on the usability and relevance of generated topics, using their insights to refine the GPT-driven process.
- Neftaly Malatjie | CEO | SayPro
- Email: info@saypro.online
- Call: + 27 84 313 7407
- Website: www.saypro.online
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