How to Easily Explain Machine Learning Using Mangos
- Mar 29, 2016
- 1 min read
Updated: Mar 3, 2023
Business acumen and good communication skills are almost always a part our job descriptions for our IT positions. The reason is, you might be a really good data scientist, but if you can’t explain what you’re doing to the business stakeholders you are working for, it’s not going to go well. Analogies are great for helping non-IT people grasp complicated computer science functions. If you find yourself cornered and asked about machine learning you might want to go the route of the mango analogy.
The mango analogy, shared by Quara, takes you through a mango shopping scenario in which you set up rules to rule-out the bad and take only the best mangos home. Through various experiments and modifications, you find the combination of rules that produces the best mangos, but what about other vendors? What about other parts of the world? What if your friend has a different idea of which mangos should be considered the “best.” Each additional variable calls for more experiments and modifications.. and then you throw in the machine learning and how you would use algorithms to easily add, remove, and modify rules. To read the entire explanation, click here.
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I really liked how you explained machine learning using mangos, it made a complex topic feel easy to understand. It reminded me how important simple examples are when learning something new. While going through different study materials, I came across something like a PRINCE2 project management exam tutor support, and it was interesting to see how structured guidance can make topics clearer. Your way of breaking things down shows that learning becomes much easier when it’s explained in a simple and relatable way.
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