DSC 10: Asking The Right Question

University
University of California San Diego
Course
DSC 10 | Principles of Data Science
Pages

1

Academic year

2023
Author

anon
Views

49

p {margin: 0; padding: 0;} .ft00{font-size:29px;font-family:ArialMT;color:#000000;} .ft01{font-size:16px;font-family:ArialMT;color:#000000;} .ft02{font-size:16px;line-height:21px;font-family:ArialMT;color:#000000;} Asking the Right Question This lesson's main goal is to show you how to frame a clear data science challenge. After finishing, you will be capable of: - Determine the essential components of a data science problem formulation. - To get the most out of your data, ask pertinent questions. - Create inquiries to steer your data science process . To begin, you must specify the issue or chance you wish to address. Knowing when the issue is resolved will be challenging without a clear aim. How, for instance, can the callcenter records be utilized to assess the sales data for a product? Or, how may data fromnumerous equipment sensors be used to foretell equipment failure? Another illustration maybe how to improve your understanding of your target market and client base for focusedmarketing that works. The next step is to evaluate the context of the issue. This entails taking into account variables like risks, costs, benefits, rules, resources, and specifications. What tools are atyour disposal? The biggest expenses are what? What are the possible advantages anddangers? It will be easier for you to develop your strategy and grasp the project if you havethe answers to these questions. Next, specify your goals and objectives and provide precise success standards. What do you intend for the project to accomplish? Having specific goals will make it easier for you toassess the project at various stages. Lastly, you may develop a plan to address the issue or reach the desired analytics if you have a solid grasp of the limits, goals, and problem. In conclusion, creating clear questions is essential for any data science project to succeed. You will be able to create better questions and connect them to scientific andcommercial value by following the instructions provided in this lesson.