The task is to predict the sales of products. I’ve taken the problem from Big Mart Sales Prediction III. Let’s create a mind map based on a data science problem. Draw branches from the center such they are connected with one another with final outputs shown towards the end.
The general methodology is as follows: Write the main idea in the center. You can draw it even using a pen and paper. How to create a Mind Map ? – Practice Time!Ĭreating mindmaps is easy. In short, a data scientist will be accomplish more in less time using this creatively fast approach. Prolonged use of this tool can certainly enhance your problem solving and memorization power.You can redesign, modify the entire chain of ideas in one go.The tree and stem structure would help you analyze and gain insight on complex subjects quickly.Since our brain processes images / pictures faster than text, your mind maps would be much faster to comprehend by people.You can move away from the cliche powerpoint presentations and use this creative form of information.It will be easier for you to explain your ideas, strategies to the clients, managers or your boss.It will allow you to implement structured thinking in your day to day tasks.These tools can help you in following ways: When I first created one, I felt like as if I am creating tree nodes and terminal leaves of my ideas. These tools use different colors, tree structures, pictures, animations to ensure that an idea is presented in the most comprehensible form.Īmong all the analysts, the idea of using mind mapping tool would appeal the most to people who are an ardent user of tree based algorithms such as decision trees, random forest, boosting etc.Īctually, mind maps follows a tree based structured, visual representation of ideas. That’s where mind mapping tools comes to your rescue. Such situations occur when you idea fails to establish a visual impact in the mind of people at other end. Sometimes, you might find yourself in a situation where you find it immensely difficult to convince people with your idea. Mind maps are nothing but a visual representation of your thinking in a ‘structured manner’. Mind mapping is a process of creating mind maps used to convey ideas and concepts in a visual form. Basically, it’s a form of creative thinking. So, the existence of these tools derive from the concept of ‘mind-mapping’. Mind Mapping isn’t a new concept.
I too had this question when I first heard about these tools. This article is not meant to promote any tool commercially.
#Python mind mapping software download
Links for access / download are provided. Note: Majority of the tools listed below can be availed for FREE. Once you have gone through this article, you can bring these tools in your work flow process.
These tools will enhance your breadth of thinking and your ability to comprehend and retain more information. These tools provide an excellent way of generating ideas in a creative way. In this article, I’ve listed down some amazing mind mapping tools useful for a data scientists. When I give the problem mentioned above to people, more than 70% of them don’t put a structure to it. Sadly, people don’t realize the importance of structured thinking or go back to their unstructured instincts as soon as they face an unstructured problem. Having a structure not only helps an analyst understand the problem at a macro level, it also helps by identifying areas which require deeper understanding. Structured Thinking allows us to map our ideas in structured fashion, thereby enabling us to identify which areas need the most attention. Structured thinking is a process of putting a framework to an unstructured problem. But, the ability to think and ideate in a structured manner is what makes a data scientist special. If you are not sure that you have captured most of the factors or your list looks like a simple to do list without any framework or structure, this article should help you tremendously.Įveryone has the ability to think simultaneously in all directions. So, how was the exercise? Was it easy or difficult? How sure are you that you have written all possible factors as part of this thought capture? Once you have written at least a few factors, let’s move ahead. What are the possible factors / changes you would make in your store? You have been appointed as a store manager for our worst performing store. Let us start this with a simple exercise, the kind of which every data scientist faces regularly:
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