Skip to main content

smart data strategies

 Finally, smart data strategies always start with analyzing internal data sets, before integrating them with public or external sources. It is not advantageous to store and process data just because of the data, since, with the amount of data generated daily, noise increases more quickly than the signal. Pareto's 80/20 rule applies: the 80% of the phenomenon could probably be explained by the 20% of property data (COREA, 2019).

This study has the general objective of presenting the data acquisition aspect in data science. When performing the analysis of the relevant aspects for data management, it can be observed that there are several factors that can influence the analysis to obtain insights from these data.

Usually the field technician work in the given site by the client, engaged in fixing and sustaining the network, hardware, software, and other telecom and IT-related set-ups.

When analyzing the factors that should be considered when managing data in data science, it is also observed that more data may imply higher costs and not necessarily greater precision of the models generated from these data. In addition, many variables can increase the complexity of a model without necessarily increasing their accuracy or efficiency. It is also worth remembering that data quality is of fundamental importance, since low quality data can invalidate the results obtained.


Therefore, it is important to keep in mind that asking the right question and interpreting the results are still the competence of the human brain, so that if it is neglected, it can bring harm to organizations making the investments made in technology useless to obtain insights from large quantities. of data. In addition, it can be seen that human judgment is essential to assess factors such as data adequacy; nature of the data; requirement of time and cost of acquisition. The advances in the techniques of storage and processing of big data are constant, so that the aspects considered important can be modified with time. With this, new works can be carried out in order to present the advances and innovations in data management in the context of data science.

Labels:

Comments

Post a Comment

Popular posts from this blog

How does an English proficiency test work?

 English proficiency tests are administered by authorized institutions and centers in many countries. In Brazil, they are held in most states, on days and times that vary from one organization to another. See more:  Amazon Saheli Quiz Answers No test requires prior completion of a specific course, they only assess the results achieved during the assessment. Therefore, the form of study is optional - it can be done on your own, online, with a private teacher, in a preparatory course or in a language school. Most of the tests assess four skills of the candidate: reading, writing, speaking and listening. They take grammar into account, of course. The weight given to each of the stages varies according to the body responsible for preparing the event. The minimum score required also depends on the level you want to prove or the requirement of the company, the educational institution and the country for which you are looking for an opportunity. Generally, all stages of the assessmen...
13 comments
Read more

How to improve the performance of your computer?

Almost every user has encountered problems related to computer performance . In fact, in the Windows operating system there are some "life-facts" with which you can really increase the performance of the entire computer . In this article, we will give several examples and tell you in detail how you can do it yourself, without resorting to the help of specialists. Also, we will give you clear and succinct advice from experts to ensure the correct and smooth operation of your computer. So what comes first? Let's start in order: You need to keep the CPU temperature under control The most civilized way, of course, is to test the temperature with a special program, for example, install Everest . In the " Computer " tab, you can select the " Sensor " command . If you see readings in excess of 50 degrees, then the processor is in unsuitable conditions, and you need to think. It also happens with laptops; if overheating, cleaning-prevention should be performed...
Post a Comment
Read more

NoOps, the future of cloud computing

In 2009, consulting firm  Delloite  , curious about the trends that the beginning of  digital transformation  was causing in large companies and different sectors of the economy, created a study to survey the digital technologies employed at the time. Ten years later, the booming technologies in 2009 became obsolete  .  Regarding the maturity of  digital transformation  ,  Deloitte  says: “  To stay ahead of the market, organizations must work methodically to envision new innovations and possibilities, set their ambitions for the future and go beyond the digital frontier.” Sounds like a difficult task, doesn't it?  But not so much.  Many previous trends remain important today, have only been refined and continue to evolve.  These include analytics and  cloud computing  , for example. The use of  artificial intelligence  remains paramount, but it is now necessary to step in and completely re-...
10 comments
Read more