Data mining

 

Go to data.gov—a U.S. government–sponsored data portal that has a very large number of data sets on a wide variety of topics ranging from healthcare to education, climate to public safety. Pick a topic that you are most passionate about. Go through the topic- specific information and explanation provided on the site. Explore the possibilities of downloading the data, and use your favorite data visualization tool to create your own meaningful information and visualizations.

1. Define data mining. Why are there many names and definitions for data mining?

2. What are the main reasons for the recent popularity of data mining?

3. Discuss what an organization should consider before making a decision to purchase data mining software.

4. Distinguish data mining from other analytical tools and techniques.

5. Discuss the main data mining methods. What are the fundamental differences among them?

 

Sample Solution

Data mining is the process of finding anomalies, patterns and correlations within large data sets to predict outcomes. Data mining consists of more than one definition since it is broad and includes different formations of information analysis to increase sales using the increased data mining. Using a broad range of techniques, you can use this information to increase revenues, cut costs, improve customer relationships, and reduce risk and more. The increasing popularity and application of data mining can be explained by: advances in both computer hardware and software that have made many data mining applications more accessible and affordable to businesses now than ever before.

ence of regular hunters can influence the leaf digger populace by 4%. By gathering fake light force and extent information as well as recording the presence of hunters across different conditions, it tends to be resolved whether the presence of C. ohridella’s normal hunters affect their taking care of action.

Another limitation that was confronted was being not able to gather all fake light force information on one evening. Since information assortment was finished by walking, a great deal of time was squandered strolling between locales. It was perilous to be out gathering information past 12 PM and on account of the distances between the trees, gathering all information in one night was impractical. To neutralize this, light information was gathered on continuous evenings. In any case, it would have been ideal to gather each of the light information in one evening and thusly considering over one evening of light information assortment in seven days. On the off chance that this study is rehashed, light information ought to be gathered all on one night with somewhere around two evenings of light information assortment each week. This would take into consideration a more exact normal to be determined.

4.4 Ends

The presence of Cameraria ohridella in and around the UK is an issue. Albeit the pony chestnut tree is presently just recorded as Close Undermined on the IUCN Red Rundown of Compromised Species (Khela, 2013), the effect of the C. ohridella disease could enormously affect the populace (Khela, 2013). Their parasitism rate is shockingly low as the grown-ups arise once most of parasitoids have kicked the bucket meaning they have no regular hunters (Girardoz et al., 2006). With such little data on the existence pattern of the leaf digger and its way of behaving, it is difficult to tell how to control them and keep them from turning out to be more negative. From this study we have shown that C. ohridella seem to have an inclination for horse chestnut trees in dim conditions than light conditions. More work should be finished to figure out what makes them hold this inclination. A reasons could be because of the adjustment of compound motioning from trees exposed to delayed light, an alternate degree of fascination with specific expansive range lighting or the presence/nonattendance of normal hunters in a particular region. By figuring out what makes them feed more productively, their disease of the pony chestnut tree can be better perceived. This would then facilite handling

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