Education Is The Best Interest - 1331 Words

â€Å"An investment in knowledge pays the best interest.† These are the words of Benjamin Franklin, one of the founding fathers of the United States who had many professions all of which relied on the importance of education. In today’s society, education is one of the most important aspects of daily life, especially if education extends beyond high school. While colleges can be remarkably expensive, higher education is one acquisition you can’t afford not to take. We live in a world where we depend on higher education to allow us to be content with our lives. Yet, so many people in our society are content with taking the easy way out and not pursing higher education. To better understand our education fixation about our knowledge†¦show more content†¦However, to make a significant change in your future, career, or even your happiness, your best bet is to obtain a college degree. The U.S Department of Education reported on the online National Center for Education Statistics that between 2002 and 2012, undergraduate enrollment rose 24 percent overall (Education, Fast Facts). A larger percentage of people are coming to realize the importance of furthering their education through various ways. Many people start with a two year degree at a technical school and earn their associate’s degree. Most career paths require more than only two years of schooling so most people attend a four year university to earn their bachelor’s degree and maybe go on to achieve a master’s degree, or even a professional or doctoral degree. Higher education even comes in all forms and one of the most popular is online schooling. An individual can now earn a degree without even stepping out of his or her home. According to the online U.S News and World Report Education on January 9, 2013, more than 6.7 million students took at least one online course through a university during the fall of 2011 (Sheehy). After taking some notes on what a higher education consists of, we can now study and review why we need and can benefit from higher education. Pursuing a higher education is vital in everyday life today and could help determine how successful an individual can be. The benefits of

Natural Language Processing And Machine Learning Techniques

The manuscript at hand presents a framework that implements Natural language processing (NLP) and machine learning techniques to extract synthesis parameters of metal oxides from a large set of published articles. The manuscript also presents insights into the key synthesis parameters using machine learning algorithms. NLP technique is of broad and current interest in many research areas and it is being extensively used to extract information on a large scale, which is otherwise not feasible via manual exploration. In the field of chemistry/materials, NLP holds immense promise to extract useful information the literature, such as extraction of materials properties, processes, and various synthesis details. However, NLP has not been†¦show more content†¦I believe the current manuscript holds the merit to be published in a high-quality journal, and my recommendation is to accept the manuscript to be published in Chemistry of Materials. The authors may want to address the following list of minor issues to further improve the manuscript: 1. Logistic regression classifier is applied to distinguish paragraphs that are related to synthesis from other non-synthesis related paragraphs. Applying logistic regression to classify the paragraphs is an elegant way to determine the synthesis details, however, it might have errors in the classification (95% accuracy in the current manuscript). A simpler way to classify would be to search for section titles like ‘Methods’, ‘Materials’, ‘Methods and materials’, etc., and then classify the text in this section as synthesis paragraphs. It will be worth considering this approach and comparing it with the logistic regression approach. However, the former technique might not work if the search paper is a review article. 2. From the description presented in the manuscript, it appears that the data is extracted from the paragraphs. However, there are articles where the information is presented in the form of tables/figures. A discussion on the scope of data extraction from tables/figures would be of significant interest to the chemistry community as large amount of chemical/materials data is published in this format. 3. It would be helpful to have an explanation of theShow MoreRelated Artificial Intelligence and Investing Essay1648 Words   |  7 Pagesintelligence. The techniques of this intelligence include knowledge-based, machine learning, and natural language processing techniques. Investing can be defined as the act of committing money to an endeavour with the exception of obtaining profit. Investing activities require data identification, asset valuation (the process of determining the worth of something), and risk management (the process of managing the uncertainty in investment decision-making). Artificial intelligence techniques can be appliedRead MoreThe Importance Of Maintenance On Government Systems1718 Words   |  7 Pagessetting behind natural language processing, how to apply statistical learning and pattern recognition techniques, and how large e-commerce corporations employ these techniques to categorize their products. Our task is to develop a program that correctly classifies an action and its’ object given text field for corrosion maintenance on military equipment. In order to best prepare the team for this task, I am presenting my research findings on areas such as text mining and techniques that may potentiallyRead MoreWhy Is Our User Feedback Data Unique?1560 Words   |  7 Pagesassociates social media mining with positive/negative user preference, allowing us to analyze data through binary logistic regression, which is essential for natural language processing. User preference is also proved to be the most important feature for music collaborative filtering , which is the fundamental technique of data mining and machine learning. Binary User Preference Detecting whether a song is favorite for a user is an important but also challenging task in music recommendation. While songRead MoreIntroduction Of Natural Language Processing3416 Words   |  14 PagesINTRODUCTION TO NATURAL LANGUAGE PROCESSING What is NLP? Natural Language Processing can be defined as the use and ability of systems to process sentences in a natural language such as English, instead of using a specialized artificial computer language such as C, C++ etc. The systems used for NLP are a digital computer which is similarly resemble to mainframe and personal computers. The digital computer systems in this fifth generation possesses artificial intelligence technique and thus able toRead MoreSpeech Conversion Using Neural Networks1063 Words   |  5 PagesArtificial Intelligence was used in 1956, at the Dartmouth conference and from then it is expanded because of various proposed theories and many new principles developed by its researchers. It is an area of computer science that focusses on creating machines that can engage on behaviors of humans, solve the computational models for complex problems. Here Neural Networks are a computational approach to AI, which is based on the great collection of Neural Units, which models a Human brain as connectedRead MoreWeb Intelligence And Its Usefulness1543 Words   |  7 PagesIntelligence and at the end challenges and problems faced during the research in the area is also mentioned. This paper will provide the pathway to the researcher who want to perform research in the field of Web Intelligence. Keywords – Natural Language Processing, Web Intelligence, Artificial Intelligence, Advanced Information Technology I. Introduction In the era of Information Technology (IT) Web Intelligence (WI) represent new sub disciplinary for scientific research and development that exploresRead MoreManaging Business And Research Data Is A Big Trend Right Now1566 Words   |  7 Pageshalf a million users. This paper intends to get an insight of the architecture of Watson Analytics, datasets covered and algorithms used and use cases of Watson Analytics. Keywords: IBM Watson Analytics, big data, cognitive learning, DeepQA, data mining, natural language processing 1. Introduction Analytics helps organization decide what it should do first and what afterwards to really gain competitive edge over other organizations. Analysis of data is done to figure out what exceptions must be handledRead MoreText Analytics And Natural Language Processing1099 Words   |  5 Pagesanalysis involves collection of data from user. These data are disorganized, expressed in different ways by using different vocabularies, slangs, context of writing etc. Manual analysis is almost impossible. Therefore, text analytics and natural language processing are used to extract and classify[11]. ii) Preparation of the text : This step involves cleaning of the extracted data before analyzing it. Here non-textual and irrelevant content for the analysis are identified and discarded iii) DetectingRead MoreAnalysis Of ADE1662 Words   |  7 PagesSupervised Learning algorithms. ADEs can then be validated by data analytics. The proposed system consists of combination of knowledge base and data processing engine, a simple interface for system-user interaction Which enables user to learn system quickly and use it efficiently. Experimental analysis suggests that using in-memory computation yields higher grades for efficiency and accuracy. Keywords—Data Mining, Adverse Drug Events, MetaMap, Ma- chine Learning, Natural Language Processing(NLP), PredictiveRead MoreData And Of Data Mining Essay2291 Words   |  10 PagesArtificial neural networks. They have multiple data processing layers that learn representations by increasing the level of abstraction from one layer to the next. These methods have accomplished the state-of-the-art in multimedia mining, in speech recognition, visual object recognition, natural language processing and other areas such as genome mining and predicting the efficacy of drug molecules. Here I describe some of the Deep Learning Techniques used for multimedia data mining. 2. LITERATURE

International Business

Question: Discuss about theInternational Business. Answer: Introduction: Walmarts business activities are determined by the organizational structure of the company. The organizational structure of the company helps the organization to solve its business related problems in an efficient manner. In accordance with Walmart, the organizational structure depicts the way in which people will react to the challenges at the workplace. However, in the long history of Walmart, it is growing and flourishing at both national as well as international aspects (Epstein and Buhovac 2014). This is because of the organizational structure and culture of Walmart that have helped the organization to achieve competitive advantage and success as well. Discussion: The organizational structure functions hierarchically and the main features of this structure are hierarchy and function based definition. This feature of hierarchy is associated with the vertical lines of command as well as the authority across the organizational structure. In order to provide a suitable example, it can be said that only except the Chief Executive Officer, each employee of the organization has a superior (Terpstra, et al. 2012). The line managers down to the regular staff of the Walmart stores implement directions and orders coming from the top management level of Walmart. On the contrary, the feature of function-based definition of Walmart involves employees in a group for serving certain purposes of the company. Walmart currently has a separate department for managing the human resources, another department for dealing with the information technology related issues as well as other departments for the functioning of technology (Albers et al. 2013). These are one o f those departments among numerous function based other departments. The most crucial effects of the hierarchical organizational structure of Walmart is that, it enables the managers of the organization to influence the complete organization very easily. Therefore, in this way Walmart achieves a distinguishingly effective monitoring and control mechanism. The main difficulties associated with this organizational structure are that it provides organizational flexibility as low as possible. Walmarts organizational culture is amalgamates four main components and these components affect the behavior of the employees. These components are, Service to clients, respect for the persons, striving for superiority and acting with honesty. Now, as Walmart is willing to enter the Chinese market it is quite evident that this organizational structure is ideal for the company for operating globally. On the contrary, should improve its beliefs in the context of its organizational culture. Though these beliefs are ideal for the company, it is evaluated on several grounds for not addressing the concerns of the employees regarding lower wages (Albers et al. 2013). Therefore, the company should look into this matter and try to solve this problem as effectively as possible. On the other hand, as the company is planning to operate in China, it should also take into account the operability of its organizational structure and culture in accordance with the Chinese culture and mentality of the residents of the country (Griffin et al. 2016). In order to conclude, it can be said that the organizational culture and structure of Walmart is quite well for operating in Chinese framework. However, the company should try to develop a better understanding about the Chinese market structure and cultures and thereby adapt its organizational structure and culture accordingly. Reference List: Albers, S., Wohlgezogen, F. and Zajac, E.J., 2013. Strategic Alliance Structures An Organization Design Perspective. Journal of Management, p.0149206313488209. Epstein, M.J. and Buhovac, A.R., 2014. Making sustainability work: Best practices in managing and measuring corporate social, environmental, and economic impacts. Berrett-Koehler Publishers. Griffin, R.W., Phillips, J.M. and Gully, S.M., 2016. Organizational behavior: Managing people and organizations. Nelson Education. Terpstra, V., Foley, J. and Sarathy, R., 2012. International marketing. Naper Press.

John Quincy Adams Essays (1590 words) - Adams Family,

John Quincy Adams John Quincy Adams was the only son of a president to become president. He had an impressive political background that began at the age of fourteen. He was an intelligent and industrious individual. He was a man of strong character and high principles. By all account, his presidency should have been a huge success, yet it wasn't. John Quincy Adams' presidency was frustrating and judged a failure because of the scandal, attached to his election, the pettiness of his political rivals, and his strong character. John Quincy Adams was born on July 1767, in Braintree Massachusetts. His parents were John and Abigail Adams. Quincy, had every advantage as a youngster. At the time of his birth, his father was an increasingly admired and prospering lawyer, and his mother Abigail Smith Adams, was the daughter of an esteemed minister, whose wife's family combined two prestigious and influential lines, the Nortons and the Quincys. Accompanying his father on diplomatic missions in Europe, young John Quincy Adams received a splendid education at private schools in Paris, Leiden, and Amsterdam, early developing his penchant for omnivorous reading. He was able to speak several languages. At the age of fourteen, he was asked to serve as secretary and translator to Francis Dana, the first US ambassador to Russia. Despite his age, young Adams was a valuable aid to the consul; he enjoyed Russia and the exposure to diplomatic circles. He later returned to the United States and attended Harvard. He graduated in two years and entered the law offices of Theophilus Parsons in Newburyport, Massachusetts. Passing the bar in 1790, he set up practice in Boston. In 1794 John began his long political career. George Washington appointed John Quincy Adams an Ambassador to the Netherlands. After his father was elected as the second president of the United States, he was reassigned to the post of minister to Prussia. He kept this post throughout his fathers' term of office. After his fathers defeat to Thomas Jefferson he returned home. In 1802 he was elected to the Massachusetts senate, which sent him to the U. S senate the following year. He was also appointed to the Supreme Court, a membership he declined. President James Madison then appointed him to minister to Russia in 1809. He continued to serve his country and gained a well-respected reputation. Adding to his reputation was his brilliant and tough-minded performance as chief American peace commissioner in the negotiations at Gent that ended the War of 1812 and his effectiveness as minister to Great Britain during the last two years of the Madison administration. He continued to distinguish himself by negotiating a treaty with Spain. The Adams-Onis Treaty with Spain, concluded with Spain on February 22, 1819. Provided for the transfer of East and West Florida to the United States and the establishment of a border between Spanish and US territory running from the Gulf of Mexico to the Rocky Mountains and along the forty -second parallel to the Pacific ocean. Historians regard the treaty as a brilliant act of diplomacy, and Adams himself called its conclusion the most important event of my life. Many historians give credit to Adams for his contributions to the Monroe Doctrine. Adams also was the mind behind the Monroe Doctrine, which warned that the United States would oppose any European interference in the internal affairs of an American nation or further European colonization of territory in the Western Hemisphere. There was no doubt that Adams was a deserving candidate for the presidential election of 1824. He had held high diplomatic positions and displayed both aptitude and ability. He wanted to be President, but although Adams was the most distinguished member of the Monroe Cabinet, his successes were somewhat neutralized by his lack of friends and organizational backing? He had also earned himself a reputation of being stubborn and unflexable. He had no problems speaking out against issues h e felt were unjust. He also spoke out against his own political party. The son of a leading Federalist Party, Adams proved to be anything but a slavish devotee to that political cause. When he thought the party was in the wrong, he stood ready to oppose it. In fact,

Bona Fide Occupational Qualification (Bfoq) Essays -

Bona Fide Occupational Qualification (Bfoq) INTRODUCTION Title VII states that an employee cannot be treated differently because of sex unless sex is a bona fide occupational qualification (BFOQ). When used as a defense, bona fide occupational qualification (BFOQ) allows an organization to hire and employ individuals on the basis of the qualifications reasonably necessary to the normal operation of that particular business or enterprise. This paper will discuss the necessary steps employers must take in order to justify using sex as a discriminator when hiring employees and review some known cases where BFOQ was used as a defense. DEFINITIONS Sex Discrimination is traditionally defined as systematically treating one sex differently from the other. However, discrimination can be further defined by breaking it down into two areas: disparate treatment and disparate impact. Disparate treatment is more commonly known as outright discrimination. It is treating an individual differently than what is fair and just because of race, sex religious beliefs or any other differentiating factor. Disparate impact is discrimination towards a group of employees who are members of the protected class. The protected class is that group of individuals who are protected from discrimination by a federal, state or local statute (Sovereign, p.352). Everyone is a member of at least one protected class, because gender is a protected class. In Title VII litigation, where the employees neutral practice causes the disparate impact, no showing of intent to discriminate is necessary for liability (Kovacic-Fleischer, p.858). In a Title VII case, once a plaintiff has made a prima facie disparate impact case, a defendant can defend by proving that the neutral practice is a business necessity. If the defendant is able to establish the defense, the plaintiff still has the opportunity to prove that the defendant could achieve the business necessity in a less discriminatory manner. The Bona Fide Occupational Qualification (BFOQ) is contained in Title VII of the Civil Rights Act of 1964. Under this title, employment in particular jobs may not be limited to individuals of a particular sex, religion, or national origin unless the employer can show that one of these factors is an actual and necessary qualification for performing the job. BFOQ is usually decided on a case-by-case basis. Race is never a BFOQ. When BFOQ is used as a defense, the employer admits sex discrimination but under the terms of the statute it is justified (Sovereign, p.91). The Supreme Court has determined that the BFOQ exception is intended as a narrow exception to the prohibition of sex-based discrimination (Hawke, p.58). Title VII of the Civil Rights Act of 1964 states that it is unlawful for an employer to refuse to hire, discharge or discriminate against an individual because of race, color, religion, sex or national origin. Under Title VII sex discrimination is not unlawful if BFOQ can be proven as necessary for that position. PROVING DISCRIMINATION Employee Position Employees alleging discrimination must attempt to prove a prima facie case. Prima facie means that before a person can go to court, it must be shown that a wrong has been committed by stating certain facts (Sovereign, p.38). The employee must show that he is a member of a protected class and has suffered an adverse employment action. An adverse employment action is anything the employer does which affects the employees job and is not positive. For example, if an applicant applies for an open position that he is qualified for, is rejected, and that position remains open and the employer continues to seek applicants, this could be discriminatory treatment. Adverse actions can range from firing, failure to hire, or failure to promote. The employee then has to show that the employers reason for the adverse action was not legitimate. This is known as showing that the employers reason for not hiring was pretext. Once pretext is proven, then the court would presume that the adverse action was illegal. In some instances, this may not be enough. The employee may still have to provide evidence of discrimination. Employers Position When an employer is accused of discrimination, he must state that there was a legitimate reason for that adverse employment action. The employer may chose from many defenses. One defense may be BFOQ. In using BFOQ as a defense, the employer must show reasonable necessity

Gaius Suetonius Tranquillus

Gaius Suetonius Tranquillus Gaius Suetonius Tranquillus was born just about 69 CE during which time the Julio-Claudian dynasty collapsed devoid of a direct successor. During this time, the Senatorial commanders of provincial armies had to result to war in order to tackle the question of succession.Advertising We will write a custom essay sample on Gaius Suetonius Tranquillus specifically for you for only $16.05 $11/page Learn More Suetonius father was a tribune of the armed forces and was theretofore involved in the battle of Betriacum during the reign of the four Emperors. When the battle ended, the Flavian dynasty conquered and this ushered in the empire of the Caesars as the novel rulers of Rome. Conceivably, it was as a result of his fate being entangled with such events that motivated Suetonius to make a decision of writing the history of the Caesars Empire. In any case, Suetonius was a chief witness for Romes early empire which makes his account of the Roman Empire viable. Sueton ius took to literature and law where he held several positions in the imperial regime’s progressively professional system of government. At one time, Suetonius worked under Hadrian where he used his literary and legal skills while working at diverse secretarial positions at the imperial palace. It is said that he was later dismissed by Hadrian for allegedly behaving in an improper manner towards the empress Sabina. However, before being dismissed, Suetonius had gathered firsthand experience within the internal dealings of the empire. He is also said to have had access to the imperial archives and had profound communication with several significant people within the empire. In general, Suetonius possessed the familiarity and education to develop into an important element of Romes uprising proficient intellectuals. Even though Suetonius wrote several books, my main concern, lies in his biographies of colonial characters, in ‘The Twelve Caesars.’ His memoirs start w ith Julius Caesar and ends with Domitian. This paper aims at evaluating the culture of Rome by assessing ‘The Twelve Caesars, â€Å"Julius Caesar, Nero and Vespasian by Gaius Suetonius. The paper attempts to find out Suetonius views on public power, the manner in which the government controlled the rulers and how power should be used by those who possess it. In this amazing synopsis of the dozen pseudo-monarchs, Suetonius does not conceal the crimes by the Roman emperors but presents the facts to the best of his knowledge. Even though there has been some debate disputing the authenticity of some of Suetonius accounts as mere hearsay, he had access to relevant sources of information. After going through Suetonius biographies, we often get the feeling that Roman history was much better than the crude gossip that are experienced in our present scandalous media.Advertising Looking for essay on biography? Let's see if we can help you! Get your first paper with 15% OFF Learn More In view of Julius Caesar, Suetonius begins by representing some of the conquests he made, which take account of Gaul and the civil war, in opposition to Pompey the Great. He also describes Caesar’s decree of â€Å"Veni, vidi, vici which is translated to mean, â€Å"I came, I saw, I conquered†. He also quotes Caesar during his battle with Pompey the Great as he said, That man (Pompey) does not know how to win a war. In this war, he was nearly defeated. On an account of this incident, it can be said that the leaders of that time were courageous, persistent and settled for nothing less than success. Suetonius described Julius Caesar as a man who was quick to listen to people’s grievance. This is unlike Nero who was not keen on People’s criticism. Julius Caesar is also described by Suetonius to be a man of his words. This can be explained using the incident at the meridian sea with the pirates. Caesar was taken ‘into custody by t he pirates and was only let free after parting with a ransom of 20 Andrew Hadrill-Wallace, 1983.Suetonius: the scholar and his Caesars. (London: Duckworth, 1983), talents of gold. He had promised them that he would be released, capture them and then crucify them. After he was let free, Caesar accomplished his promise of by taking the pirates into custody and crucifying them. Caesar was also friendly to his soldiers as instead of calling them soldiers, he referred to them as comrades. This is an indication that it was the norms of the leaders during this era to win loyalty among the administration and the people they served. Such kind of loyalty facilitated leadership as there existed mutual interests between the leaders and the people. A further scrutiny of the history of the Roman culture reveals that some leaders of that time were particularly unsympathetic and cruel. With regards to Nero, Suetonius describes him as strict and insensitive. The exploits of Nero was full of brutalit y and absurdity. For instance, it is said that he killed his mother because she was opposed to his marriage to his mistress. Moreover, he maliciously killed some of his wives for no good reasons. He was greedy and was only interested in his own ambitions in his style of leadership. At the end, Nero is said to have committed suicide as he was rejected by his soldiers and the public declared him to be an enemy of the people. This is an indication that the people were not happy with his cruelty and had to result to that verdict in order to show their discontentment with that kind of leadership. Suetonius exhibits this negative aspect of leadership when he claims that Nero’s death was an end of an era of Julio-ClaudiansAdvertising We will write a custom essay sample on Gaius Suetonius Tranquillus specifically for you for only $16.05 $11/page Learn More Vespasian took over after the death of Nero. He was the first Flavian to become an emperor in Rome afte r a revolt in Judea. He was born in 9 A.D and ruled for ten years before he died a natural death in 79 A.D. Suetonius explains that the other emperors who were before him were chaotic. According to Suetonius, Vespasian was the best person to lead Rome as he brought peace and tranquility as well as economic stability to Rome. Suetonius claims that his leadership was based on honesty. This was despite the fact that he was considered to be greedy and pretentious as he had omens consultations and had other armies supporting him. He also raised the tax for his people, which at the end of the day benefitted them. He was a man who fulfilled his words. Vespasian is claimed to be an extortionist but this was to reclaim the economic stability of his people. By the time Vespasian was dying, he had brought Rome back to economic stability. In light of the three Caesars, Suetonius is of the opinion that good governance should be beneficial to the people. It should bring about peace, tranquility a s well as economic stability to the people. According to Suetonius, a good leader should be honest and ensure effective policies that enhance tax collection. Vespasian was honest and he also facilitated the collection of taxes. In as much as Vespasian was greedy, his people benefitted from his leadership style. On the other hand, Suetonius postulates an effective leader should not misuse power or be as greedy and egoistic as Nero but should be selfless and have the people’s interests at heart. Bibliography Tranquillus, Gaius Suetonius. The Twelve Caesars. Translated by Alexander Thomson. Harmondsworth: Penguin, 1957. Hadrill-Wallace, Andrew. Suetonius: The Scholar and his Caesars. London: Duckworth, 1983.Advertising Looking for essay on biography? Let's see if we can help you! Get your first paper with 15% OFF Learn More

History assignmnt Essay Example | Topics and Well Written Essays - 500 words

History assignmnt - Essay Example bsite has been on-going with the effort to record and preserve the record of September 11, through the collection and storage of information from first-hand encounter of the event, digital photographs and artworks, and a variety of other digital materials associated to the attacks. The website also uses the events as a technique of evaluating in what manner history is being documented and conserved in the 21st century. It also helps historian’s better collect, preserve, and writes history in the new century. The main goal is to create an enduring documentation of events of 9-11-2001. The Archive has so far made contracting agreements establishing partnership with Library of Congress, which accepted a copy of the as its Archive permanent collections this ensures long-term preservation. Over the years, the archive has accumulated more than 150,000 digital files: stories, photographs, digital art images, videos, official documents, and oral histories. Altogether, these resources provide the substantial accounts of the event and instantaneous reactions of the events in New York, Arlington, and Shanksville. The site has also managed to archive record on the subsequent kaleidoscopic chronological remembrances that have been at the heart for much of the scholarship on September 11th. The September 11 website author being lovers of history and media, majority of them working in the George Mason University lack visible differences and thus the reason behind the continued success of the web page. Their love for history is said to be one of the pillars of the web page. Also, the model of data collection and preservation is a significant contributor to its continued success. Being in the 21st century majority of readers would prefer to get information on the website. This gives the September 11 a boost to its success as there are not many such sights where individuals can access such information. The website â€Å"The September 11† has been providing software’s that