Question

Data sets are often perceived as only being relevant to researchers. As this course strives to help students understand how data sets are used within the business to make decisions, how do you foresee the application of this course in your current line of work? Are there examples of times in which knowing how to review and analyze data can be helpful in your current role?

Answer 1

For this question, I think it's good to know about how data works or how data set works in the real world data sets represent the past activities of certain events that could happen again as a pattern repeat itself in the future, so we can tell how to react or how this element would react to this type of environmental variables what we call this is data. These data sets are only used to predict the categories or the regulation of any problem any research purposes data is valuable and it tells people working on a project or a project element their researching upon that they can research on the data set that how this element can be treated or how this element would react to other elements in the equation of variables or the environment that can affect this element property. When researchers are researching anything about, the research topic they try to acquire as much data set as they can from the sources that are available in the open-source so that they can continue their research on that topic with much more facts and previously analyzed data. So here we can say that data sets and data are only the previously stated facts with numerical values or categorical values of great importance as they contain information and regular patterns that we can identify and work upon. Now what a business or Company do is that day they hire a data scientist for data analysis or business data analyst and on based on their decisions that they take, the decision of the company depends and these data scientist and business analyst what they do is, they analyze data provided by the company of the business based on the competitors for the present market value present scenario, etc. hence this proves how the data play a vital role in making decisions in a business world. Now what a business or Company do is that day they hire a data scientist for data analysis or business data analyst and on based on their decisions that they take, the decision of the company depends and these data scientist and business analyst what they do is, they analyze data provided by the company of the business based on the competitors for the present market value present scenario, etc. hence this proves how the data play a vital role in making decisions in a business world. Now about my field, I am currently pursuing B.Tech. in Computer Science and Engineering field, and also I am a data science enthusiast. To me now data sets hold very large importance in my life as every project that I go through, every work that I have done in the field of data science is based on the data sets that I found or made by myself. For example, I am currently doing a work on face recognition system which takes the input of a video feed camera and break this video into a frame by frame image input now as a single point of time or a single frame of time it takes only one image and passes through the neural network model that I made now this neural network model what it does is it find a face and draws a square around it compiling this frame and assemble it into a video, as previously we break down the video frame by frame we take frame by frame and compile it into a video and then play for the user. now how this model will tell that the square window it is drawn inside it is a face it's because we have provided a data set which is solely responsible for training this data model now as there have been previous works of this specific Nation system I mean that data of face recognition system and how they work how the architectural work how the architecture I want to quit will react to the data set or in other words, we can say I have a fast fact or fast data sets of how a face recognition system would be a good model or bad model I am like that data and based on that data I made my face ignition model which kind of every frame of the video and hence I can say reviewing and analyze past data can help you in many ways that you don't know no in your current role this was my whole opinion on this question.