Discussion replies - Programming
Reply for below 2 posts. APA format and 100-150 words each postDiscussion 1:Statistical programming languages provide really a useful need which is used to represent the model, manipulate and think about large quantities of data. A statistical programming is a part of data and statistical sciences and is responsible for providing statistical programming services to the global pharmaceutical research and development division. These services provide summarization and reporting of data, also includes a summarization of aggregate data and submission of documents which in turn regulate the agencies.( https://www.nceas.ucsb.edu/files/scicomp/Dloads/RProgramming/BestFirstRTutorial.pdf) Data sciences is an exciting field to work in, combining advanced statistical and quantitative skills with real-world programming ability. There are many potential programming languages that aspire the data scientist, the data scientist consider one of the programming languages and start specializing in it. The success of data scientist depends on specificity, generality, productivity, and performance. Among many statistical programming languages, R programming language is widely used in data sciences. R is a programming language and software environment for statistical analysis, graph representations, and reporting. R can be used like a calculator and its principles use to undertake complex mathematical and statistical calculations. It can perform simply as well as complex calculations at ones. (Everitt, B. S., and Hothorn, T. ,2005)Advantages-Provides high-quality open source packages. It provides packages for almost every quantitative and statistical application.-The base installations come with in-built statistical functions and method.-Data visualization is a key strength with the use of libraries.Disadvantages -Domain specificity, R is fantastic for statistics and data science purpose but less so for general purpose programming.-R commands give little tough to memory management, so R consumes all available memory.-Compare to other statistical programming languages, in R quality of some packages is less than perfect.Works CitedEveritt, B. S., and Hothorn, T. (2005). A Handbook of Statistical Analysis Using R. Retrieved from http://www.ecostat.unical.it/tarsitano/Didattica/L...https://www.nceas.ucsb.edu/files/scicomp/Dloads/RP...Discussion 2:Importance of statistics in Data science:The field of statistics is the science of learning from data. Statistics is one of the most important disciplines to provide tools and methods to find structure in and to give deeper insight into data, and the most important discipline to analyze and quantify uncertainty.Cao (2017) gave a comprehensive definitions of Data Science as the formula shown herein;“Data science = (statistics + informatics + computing + communication + sociology + management) | (data + environment + thinking).”This shows that statistics is an important and key component in Data Science world. Finding structure in data and making predictions are some of the most important steps in Data Science. Therefore, statistical methods are essential since they are able to handle many different analytical tasks. Hypothesis testing, Regression and Time series analysis are the few important examples of statistical data analysis methods which are used in Data Science analytics. An example of the use of statistics in data science is whereby most of us have some kind of insurance, whether it is medical, home or any other insurance. Based on an individual application some businesses use statistical models to calculate the risk of giving insurance and that how the companies will decide the premiums and will deliver their services.What is R:R is a programing language made by statisticians and data miners for statistical analysis and graphics supported by R for statistical computing. R also provides high-quality graphics and also has some popular libraries which help in analytical parts such as R Markdown and Shiny. Characteristics of R:Open source.Interpreted language.Data analysis.Large community.Object-oriented.Advance analytics.High-end graphics.Advantages of R over SAS:R is open-source software which means anyone can use and change it whereas SAS is an expensive tool.Algorithms used in R Programming are open to the public so you can do research on that whereas SAS procedures are not open to the public.R has advanced graphical capabilities. Supports various professional graphics templates.New statistical and machine learning techniques implemented in R much more quickly than SAS.R has most comprehensive statistical analysis packages and new ideas often appear in R first as a good number of statisticians are contributing to its community whereas in SAS it may take some time. There are commercial implementations like one from Oracle and Teradata that allow the core R routines to be executed in the database which can eliminate the need for extra coding.Disadvantages of R over SAS:SAS is easy to learn compared to R programing language.It is easy to debug code in SAS as error messages are usually more comprehensible than R.SAS has dedicated Customer Service Support.R is not good programing language for big data analysis.R programing language does not provide tabular or spreadsheet view of data whereas SAS can display the data in tabular format.One of the limitations of R is that objects generally, be stored in physical memory meaning one may not be able to work huge datasets.Works CitedCao, L. (2017). Data science: a comprehensive overview. ACM Computing Surveys (CSUR), 50(3), 43.Paradis, E. (2005, September 12). R for Beginners. Retrieved from https://cran.r-project.org/doc/contrib/Paradis-rde...Peng, R. D. (2016). R programming for data science (p. 471). Leanpub.
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Communication on Customer Relations. Discuss how two-way communication on social media channels impacts businesses both positively and negatively. Provide any personal examples from your experience
od pressure and hypertension via a community-wide intervention that targets the problem across the lifespan (i.e. includes all ages).
Develop a community-wide intervention to reduce elevated blood pressure and hypertension in the State of Alabama that in
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w or quality improvement; it was just all part of good nursing care. The goal for quality improvement is to monitor patient outcomes using statistics for comparison to standards of care for different diseases
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Topic: Purchasing and Technology
You read about blockchain ledger technology. Now do some additional research out on the Internet and share your URL with the rest of the class
be aware of which features their competitors are opting to include so the product development teams can design similar or enhanced features to attract more of the market. The more unique
low (The Top Health Industry Trends to Watch in 2015) to assist you with this discussion.
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Next year the $2.8 trillion U.S. healthcare industry will finally begin to look and feel more like the rest of the business wo
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1. In 1972 the Furman v. Georgia case resulted in a decision that would put action into motion. Furman was originally sentenced to death because of a murder he committed in Georgia but the court debated whether or not this was a violation of his 8th amend
One of the first conflicts that would need to be investigated would be whether the human service professional followed the responsibility to client ethical standard. While developing a relationship with client it is important to clarify that if danger or
Ethical behavior is a critical topic in the workplace because the impact of it can make or break a business
No matter which type of health care organization
With a direct sale
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Computers are being used to monitor the spread of outbreaks in different areas of the world and with this record
3. Furman v. Georgia is a U.S Supreme Court case that resolves around the Eighth Amendments ban on cruel and unsual punishment in death penalty cases. The Furman v. Georgia case was based on Furman being convicted of murder in Georgia. Furman was caught i
One major ethical conflict that may arise in my investigation is the Responsibility to Client in both Standard 3 and Standard 4 of the Ethical Standards for Human Service Professionals (2015). Making sure we do not disclose information without consent ev
4. Identify two examples of real world problems that you have observed in your personal
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We can mention at least one example of how the violation of ethical standards can be prevented. Many organizations promote ethical self-regulation by creating moral codes to help direct their business activities
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The inbound logistics for William Instrument refer to purchase components from various electronic firms. During the purchase process William need to consider the quality and price of the components. In this case
4. A U.S. Supreme Court case known as Furman v. Georgia (1972) is a landmark case that involved Eighth Amendment’s ban of unusual and cruel punishment in death penalty cases (Furman v. Georgia (1972)
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The ability to view ourselves from an unbiased perspective allows us to critically assess our personal strengths and weaknesses. This is an important step in the process of finding the right resources for our personal learning style. Ego and pride can be
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5 The family dynamic is awkward at first since the most outgoing and straight forward person in the family in Linda
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The most important benefit of my statistical analysis would be the accuracy with which I interpret the data. The greatest obstacle
From a similar but larger point of view
4 In order to get the entire family to come back for another session I would suggest coming in on a day the restaurant is not open
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Your paper must be at least two pages in length (not counting the title and reference pages)
The word assimilate is negative to me. I believe everyone should learn about a country that they are going to live in. It doesnt mean that they have to believe that everything in America is better than where they came from. It means that they care enough
Data collection
Single Subject Chris is a social worker in a geriatric case management program located in a midsize Northeastern town. She has an MSW and is part of a team of case managers that likes to continuously improve on its practice. The team is currently using an
I would start off with Linda on repeating her options for the child and going over what she is feeling with each option. I would want to find out what she is afraid of. I would avoid asking her any “why” questions because I want her to be in the here an
Summarize the advantages and disadvantages of using an Internet site as means of collecting data for psychological research (Comp 2.1) 25.0\% Summarization of the advantages and disadvantages of using an Internet site as means of collecting data for psych
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I think knowing more about you will allow you to be able to choose the right resources
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One thing you will need to do in college is learn how to find and use references. References support your ideas. College-level work must be supported by research. You are expected to do that for this paper. You will research
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3 The first thing I would do in the family’s first session is develop a genogram of the family to get an idea of all the individuals who play a major role in Linda’s life. After establishing where each member is in relation to the family
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Read Connecting Communities and Complexity: A Case Study in Creating the Conditions for Transformational Change
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Use the bolded black section and sub-section titles below to organize your paper. For each section
Losinski forwarded the article on a priority basis to Mary Scott
Losinksi wanted details on use of the ED at CGH. He asked the administrative resident