There are some points which will surely help stakeholders to understand complex algorithms : - Use high-level diagrams to simplify and explain complex algorithms to stakeholders, making the solution clear and easy to understand. - Follow a business-driven development approach by describing scenarios in simple, jargon-free language , including expected inputs and outputs. - Record sessions to ensure stakeholders can revisit the discussion and raise questions later, if needed. - Focus on clarity and collaboration to ensure everyone is on the same page.

When presenting complex algorithms to non-technical stakeholders, focus on the "why" by explaining the problem it solves and its real-world impact. Use relatable analogies, like comparing a sorting algorithm to organizing mail, and emphasize outcomes such as improved efficiency or accuracy. Visual aids like flowcharts or diagrams can simplify the process, while avoiding technical jargon ensures clarity. This approach keeps the presentation engaging and easy to grasp.

Simplify the Concept - Try to use real-world examples, comparisons or other narratives that might be a familiar story to them. Visualize the Process - Another way that the algorithm can be presented with is through the use of diagrams, flow charts and step by step illustrations. Engage with Stories - Tell a brief case of how the algorithm fixes a challenge or brings quality.

1. Explain the Use Case: Start by describing the problem the algorithm solves and how it relates to the stakeholders' needs. 2. Highlight Process Impact: Describe how the algorithm improves or optimizes existing workflows or processes. 3. Address Existing Gaps: Identify gaps in the current approach and how the new solution resolves them effectively. 4. Showcase Advantages: List the tangible benefits such as accuracy, speed, or cost savings in simple terms. 5. Make It Relatable: Use examples or visual aids to ensure clarity and understanding.

Explaining complex algorithms to non-technical people can be challenging but manageable with the right approach. Here are some tips: 1. Use Analogies and Metaphors 2. Focus on the Problem it Solves 3. Break It Down into Steps 4. Use Visuals and Examples 5. Keep It High-Level 6. Relate It to Their Interests 7. Be Open to Questions Example for a Non-Technical Audience Algorithm: Machine Learning Classifier • Problem: Imagine you’re trying to sort emails into ‘spam’ and ‘not spam.’ • Analogy: It’s like training a dog to fetch only red balls by showing it examples of red and other-colored balls. • Process: The algorithm learns from past emails marked as spam or not, and applies that knowledge to new emails.

I think it is important to know the background of the stakeholders, not each but by the generalization. Then divide the algorithm to smaller steps/chunks then give example with background of the stakeholders. It is seem to add more research but I think we can prepare this before the presentation section

Clarify the goal: Begin by explaining the problem the algorithm addresses and its value. Incorporate visuals: Use simple diagrams, charts, or illustrations to show the process in action. Simplify language: Avoid technical terms, and explain any complex concepts in everyday language. Connect to practical use: Highlight how the algorithm applies to real-world situations and benefits the business. Break it into steps: Present the algorithm in clear, manageable steps to make it easier to follow. Use familiar comparisons: Use analogies to relatable situations to make the concept more accessible. Foster dialogue: Encourage questions and discussions to ensure clarity and address concerns.