Introduction to Computer Science and Its Application: A Study on Artificial Intelligence
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This report provides an introduction to computer science and its application, with a focus on artificial intelligence. It includes a literature review and discussion on the advantages and disadvantages of AI in various industries.
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Introduction to computer science and its application
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Table of Contents Table of Contents.............................................................................................................................2 INTRODUCTION...........................................................................................................................3 MAIN BODY..................................................................................................................................3 Literature Review........................................................................................................................3 Discussion and arguments...........................................................................................................4 CONCLUSION................................................................................................................................6 REFERENCES................................................................................................................................7
INTRODUCTION Computer Science is the study of algorithmic processes as well as computers that include the principles and designs of hardware and software along with their application and influence on society. The most significant aspect of computer science is the problem solving which is a crucial skill in life of an individual. It is considered as a study of various methods that are connected with multiple sources of data as well as information and can be shown in the form of games, applications, programs or software(Chen and Chen, 2022). Within this project, the chosen topic is Artificial Intelligence that will demonstrate various aspects of this report. An article on this selected topic is going to be researched in this project. Along with this, there will be a literature review on the chosen topic that will identify the different aspects of the topic. Moreover, there will be a main discussion or arguments on Artificial Intelligence that will include its advantages and disadvantages within normal life and business. MAIN BODY Literature Review According to Darrell M. West and John R. Allen (2018), Artificial Intelligence is a broad- ranging tool that supports the people in rethinking the process of integrating the information, analysing the data as well as using the resulting insights in order to improve the process of decision making. Tis process is already transforming every step of the life. Most of the individuals are not familiar with the aspect of artificial intelligence. In spite of its extensive absence of familiarity, the process of Artificial Intelligence is considered as a technology which is advancing each walk of life. The process of Artificial Intelligence is said to be the machines that give responses to the stimulation consistent along with the traditional responses from the humansand provided the capacityof an individualfor thecontemplation,intentionand judgement. As per the researchers Vijay and Shubhendu, such types of Software systems help in making the decisions that generally need the human level of expertise as well as facilitate people in solving the problems or dealing with the complexitieswhen they are faced (How Artificial Intelligence Transforming The World, 2022). The algorithms of Artificial Intelligence are designed in order to frame the decisions by making use of the real-time information. These technologies are not like the passive machines which are only capable of the mechanical or already determined responses. By making use of the sensors, remote inputs or the digital
information, the technology of Artificial Intelligence combine the complex information that is collected from the multiple sources. It also analyses the material in an instant way as well as act on the insights that are generated from those information or data (Odun-Ayo, Odede and Ahuja, 2018). Through greater improvements in the systems of the storage, processing the speeds along with analytic techniques, AI is capable of great superiority in the process of making an analysis as well as decision-making. Discussion and arguments This process is normally undertaken in the combination of data analytics as well as machine learning that takes the data or information and identifies the underlying trends (Denecke and Wismath, 2018). Data can be collected in the form of visual information, digital information, text, satellite imagery or unstructured data. The systems of the Artificial Intelligence have the capabilities to adapt as well as learn at the time of making decisions. The updated and advanced algorithms,camerasandsensorsofthistechnologyofcomputerscienceincorporatethe experiences within the existing operations. It also use the dashboards as well as visual displays in order to show the information or the data within the real time so that the activities of the human drivers are capable to generate sense of the ongoing operations (Odun-Ayo, Odede and Ahuja, 2018). The concept of Artificial intelligence is not a futuristic vision however, rather something which is here today in this world as well as being connected with along deployed into the multiple sectors. The different types of sectors in which the process of Artificial Intelligence is used include the sectors of health care, finance, criminal justice, national security, smart cities and transportation. There are many more illustrations wherein the process of Artificial Intelligence is creating an influence on the world as well as augmenting the capabilities of human in crucial ways. The most important reason for the growing function of AI is the great opportunities for the development of economy that it shows. The process of Artificial Intelligence is also helpful in detecting the frauds in the financial systems (Gupta, 2018). This process sometimes seem typical in discerning the activities that are fraudulent in the large companies. However, AI can solve these problems through recognising the abnormalities, deviant cases or outliers that require extra research. It facilitates the managers of an organisation in identifying the issues early within the cycle before they arrive at complex and dangerous levels.
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The big data analytics that are concerned with the technology of Artificial Intelligence will profoundly impact the analysis of intelligence because a complex and large amount of information as well as data are sifted within real time. The algorithms of the artificial intelligence are also embedded with the ethical considerations as well as the choices of values into the decisions of the program. These systems rise the questions that are associated with the specific criteria that is used in the process of automated decision making. The key feature of Artificial Intelligence is the capability to rationalise as well as take the corrective actions that have the great opportunities to attain a particular objective or a goal. A subset of the AI is the concept of machine learning that refers to the aspect that programs of the computer can automatically learn from as well as adapt to the new and unique information without getting assisted by the people (Jaffri, 2018). Artificial Intelligence is being used throughout the various kinds of industries like healthcare, finance, etc. Weak AI tends to be single-task oriented as well as simple while the strong AI holds on the tasks which are more large and complex and human-like. The process of AI is on the basis of a principle that the human intelligence can be referred in such a way that a machine can conveniently mimic it and initiate the tasks from the lower levels to the complex levels. Researchers and the developers in the field of this computer science are creating surprisingly fast strides in imitating the various types of activities such as perception, learning and reasoning to the extent that these activities can be really defined. Some of the people have faith that the innovators may soon develop those systems that will have the capacity more than the humans in order to learn or carry out the reason of any subject. As there are advancements in the technology, previous benchmarks has defined that the technology of Artificial Intelligence has become outdated. Overall, AI is constantly developing a lot of advantages to the many different types of industries (Nagaraj, 2021). The applications of AI are endless and it can be applied to the various sectors as well as industries. In order to extend the advantages of the Artificial Intelligence, this article has recommended nine steps to go ahead. These benefits include that the process of Artificial Intelligence provide assistance in enhancing the access of data in a greater way without compromising the personal privacy of a user. Another main benefit of this technology is that artificial intelligence fosters new and unique models of digital education as well as workforce development of AI so that human resources of an organisation have the skills and abilities that are required by them in this modern era (Klein and Ettinger, 2019). It also gives benefits through investing more funding in
the government in unclassified research of Artificial Intelligence. In order to get the benefits of this process, an organisation should engage wit state as well as local officials for the purpose of enacting various effective policies. The business is also required to create a federal advisory committee of Artificial Intelligence for framing the recommendations of the policy. CONCLUSION From above explanation of the report, it has been concluded that the study of computer science plays a vital role in this competitive world because it has helped a lot of businesses and industriesingainingcompetitiveadvantages.Withinthisproject,thetopicofArtificial Intelligence has been chosen on which an article has been researched. The respective article has discussed the importance and advantages of the Artificial Intelligence. It has also included the key discussions and arguments on this chosen topic. A literature review has also been conducted within this project in relation to the selected topic Artificial Intelligence. This technology of computer science has helped a lot to the businesses in making effective business operations with less errors and facilitated the organisations in chasing competitive edges.
REFERENCES Books and Journals Chen, R. H. and Chen, C. C., 2022.Artificial Intelligence: An Introduction for the Inquisitive Reader. Chapman and Hall/CRC. Denecke, K. and Wismath, S. L., 2018.Universal algebra and applications in theoretical computer science. Chapman and Hall/CRC. Gupta, B. B. ed., 2018.Computer and cyber security: principles, algorithm, applications, and perspectives. CRC Press. Jaffri,S.N.A.,2018.IntroductiontoGeometricAlgebraanditsapplicationsin physics(Doctoraldissertation,IndianInstituteofScienceEducationandResearch Kolkata). Klein, C. and Ettinger, U. eds., 2019.Eye movement research: An introduction to its scientific foundations and applications. Springer Nature. Nagaraj, A., 2021.Introduction to sensors in IoT and cloud computing applications. Bentham Science Publishers. Odun-Ayo, I., Odede, B. and Ahuja, R., 2018, May. Cloud applications management–issues and developments.InInternationalConferenceonComputationalScienceandIts Applications(pp. 683-694). Springer, Cham. Online: HowArtificialIntelligenceTransformingTheWorld,2022[Online]Available Through:<https://www.brookings.edu/research/how-artificial-intelligence-is-transforming-the- world/>