Big Data Analytics for Agricultural Analytics-Samples for Students

Question: Discuss about the Big Data Anaytics Method for Agricultural Analytics. Answer: Introduction Big Data analytics is the procedure of evaluating varied and huge sets of data, which is known as big data and is utilized to unveil concealed patterns, preferences of various customers, market trends, unknown correlations and other beneficial information. This Big Data Analytics help the organizations and the companies to make informative and important decisions of the business (Nabrzyski 2014). This is useful in many analytics such as Supply Chain Management, Operations Management, Sports Analytics, Agricultural Analytics, Fraud Detection in Banking Sector, Sentiment Analysis. This report outlines the Big Data Analytics for Agricultural Analytics. Business Intelligence or BI technologies provide historical, current and predictive views of business operations based on the analysis, extraction and collection of business data to improve decisions (Srinivasa and Bhatnagar 2012). The report covers a brief introduction on Agricultural Analytics, consumer centric product design and a recommendation system. Discussion Consumer Centric Product Design Consumer centric product is an artifact or commodity that is made by a certain organization or company for its consumers. Specific or distinct product designer of that particular organization designs this product (Woodard 2016). A product is a service or good that almost meticulously fulfills the necessities of a particular market and generates sufficient profit to rationalize its pursuing existence. A consumer centric product is a commercially dispersed good, which is the result or output of a production, fabrication or manufacturing process and passes through a distribution channel before being utilized or consumed. This type products are tangible products and can be perceived. These products are designed or made for the sake of consumers of that organization (Srinivasa and Bhatnagar 2012). Consumer centric product design in agriculture means the products that are designed for the consumers or the customers of the agricultural industry. The farmers are benefitted through this proce ss. Consumer centric product for agriculture is the Electronic Farm Records or EFR, which includes and involves the data and maps regarding the various and several data such as content of moisture in air, air pressure, and precipitation, temperature of soil, electrical conductivity, pH level and nutrient contents. All the information are needed for the agricultural field for farming (Bennett 2015). Along with the above mentioned information, all possible types of information like social media posts, tweets, blogs, articles, news feeds, insurance and yield related information and past cultivation records. Big Data This is the world of Big Data. Big data deals with the analysis, storage and collection of data for understanding the data that not known earlier. Big Data Analytics in agriculture involves the understanding of the precipitation maps, crop records, profits of the farmers, diagnosis reports with the constant analysis of streams of data about the specific agricultural area at every specific point of time (Chen, Chiang and Storey 2012).Big Data in agriculture and farming refers to the Electronic Farm Records or EFR. Big Data can store all these information easily in the Electronic Farm Records. The scientists of Big Data are trying to make it easy for the farmers in the agricultural fields (Kumar et al. 2017). Using the Big Data, the farmers can easily understand trends patterns, find out the associations and various processes to increase the productivity of the crops and their profit, improve the agricultural systems, and utilize proper diagnosis methods to mitigate or reduce the cost involved. Recommendation System Major sources of these data analytics of agriculture are the annual recreation of data in relational data base management system or RDBMS by which the previously processed reports are constructed or produced (Kumar et al. 2017). There should be an on spot analysis of data. This will help the agricultural data to be understood easily. The verification of these agricultural data are to be done in real time. The agricultural and farming systems need to evolve and innovate continuously to provide better services (Kambatla et al. 2015). Multiple types of sensors can be utilized in the association with a GPS (Global Positioning System) to generate various field maps of areas with particular soil properties.Precision agriculture can be performed by the information gained by analysis of big data. This will be a jor help for the farmers. Some of the examples are as follows: Decisive use of irrigation can be achieved by identifying soil moisture using very high resolution geographical mapsVital value that plays an important part in the production decision making can be signaled in real time by evaluation of absorbed data from various systems or sensors (Chen, Chiang and Storey 2012). Using intricate images of pest damages in field, rigorous targeting and control measures can also be taken. These big data applications can be modified, enhanced, tested rapidly and made feasible and will change the face of research and delivery in the sector of agriculture (Bennett 2015). Even though these analytics in big data provide better agricultural services it still has to overcome challenges like incompleteness of scale, privacy, data, timelines, and human collaboration and heterogeneity. The future research is on methods to get through the obstacles and use analytics of Big Data in farming and agriculture to unveil proficiency from data that is raw and unstructured (Shukla, Radadiya and Atkotiya 2015). The recommended systems for implementing Big Data in agricultural analytics are as follows: Hadoop: It is an open source software framework that are used for running applications and storing data on clusters of commodity hardware. It gives huge storage for enormous processing power, any sort of data, and the ability to handle virtually limitless concurrent jobs or tasks. Map Reduce System: It is a programming model and an associated implementation for processing and generating large data sets with a parallel, distributed algorithm on a cluster. Conclusion Therefore, from the above discussion it can be concluded that, Big Data is essential in modern world. Big data is the term used for data sets so huge and complicated that it becomes hard to process using traditional data management tools or processing applications. As with many other sectors the amount of agriculture data are increasing on a daily source. Big data is an increasingly important concern in modern agriculture. The use of electronic and smart technologies, now make it possible to collect vast amount of digital information about agriculture factors. The above report contains the consumer centric product design and two recommended systems of Big Data for agricultural analytics References Srinivasa, S. and Bhatnagar, V., 2012. Big data analytics. InProceedings of the First International Conference on Big Data Analytics BDA(pp. 24-26). Chen, H., Chiang, R.H. and Storey, V.C., 2012. Business intelligence and analytics: From big data to big impact.MIS quarterly,36(4). Kambatla, K., Kollias, G., Kumar, V. and Grama, A., 2014. Trends in big data analytics.Journal of Parallel and Distributed Computing,74(7), pp.2561-2573. Kumar, T.V., JNU, D., Rana, P.S., Sinha, M.S., Tagra, H., Misra, M.B., Goyal, V., Singh, M.P., Kaur, S. and DU, D., 2017. Big Data Analytics. Woodard, J., 2016. Big data and Ag-Analytics: An open source, open data platform for agricultural environmental finance, insurance, and risk.Agricultural Finance Review,76(1), pp.15-26. Nabrzyski, J., Liu, C., Vardeman, C., Gesing, S. and Budhatoki, M., 2014, June. Agriculture data for all-integrated tools for agriculture data integration, analytics, and sharing. InBig Data (BigData Congress), 2014 IEEE International Congress on(pp. 774-775). IEEE. Bennett, J.M., 2015. Agricultural Big Data: utilisation to discover the unknown and instigate practice change.Farm Policy Journal,12(1), pp.43-50. Shukla, P., Radadiya, B. and Atokotiya, K., 2015. An Emerging Trend of Big data for High Volume and Varieties of Data to Search of Agricultural Data.ORIENTAL JOURNAL OF COMPUTER SCIENCE TECHNOLOGY, ISSN, pp.0974-6471.

Mental Health And Young People Social Work Essay Essay Example

Mental Health And Young People Social Work Essay Essay What is mental wellness with immature people? Mental wellness can show itself in many different manner such as ; anxiousness, depression, and substance maltreatment. Mental upsets as suggested above may non merely occur at times that could be a predictable reaction to a life altering event such as mourning ( Colman, 2006 ) . A mental upset is a form of psychological symptoms that may demo a common foundation or recognizable form, that will negatively impact of import countries of operation or significantly increase the hazard of decease ( Colman, 2006 ) . Many different studies have been researched for this essay and they suggest different ages for a immature individual hence, this essay will propose that a immature individual is aged between 12 and 18. This essay will concentrate on the facet of self-harm in immature people. Self-harm is an act which consists of calculated hurt or hurting being inflicted to one s ain organic structure. Most normally this takes the signifier of cutting nevertheless, some other signifiers include ; combustion, rubing, picking, grating, seize with teething and sometimes drawing hair or eyelashes out. Self-harm is frequently used as a release of emotions that can non be spoken and can offer the person the means to try to cover with hurt ( Babiker et al, 2001 ) . Historical context of societal work within the service/field We will write a custom essay sample on Mental Health And Young People Social Work Essay specifically for you for only $16.38 $13.9/page Order now We will write a custom essay sample on Mental Health And Young People Social Work Essay specifically for you FOR ONLY $16.38 $13.9/page Hire Writer We will write a custom essay sample on Mental Health And Young People Social Work Essay specifically for you FOR ONLY $16.38 $13.9/page Hire Writer Twenty old ages ago there was an accent on joint working nevertheless, this is non easy to accomplish due to organizational civilizations and professional linguistic communication barriers but research does demo this to hold better results for immature people and their households, this construct of joint work has continued through the last two decennaries ( Southall, 2005 ) .Government policy in recent old ages had supported joint work and besides on occasion placed statutory responsibility upon bureaus to accomplish it. These troubles can be overcome by the Professional Capabilities Framework ( PCF ) 8 provinces the demand to accommodate to altering contexts and to run efficaciously with in multi-agency scenes. Within the Standards of Proficiency ( SoP ) standard 9 depicts the abilities to work with others, including those in a different function. PCF 9 should be look at as to why these professionals found it hard to do this passage as they should be responsible for their ain acquis ition and development which could hold broken down the barriers between the different professionals. Is there continuity or has the societal work field changed over clip, and if so how and over what period? For societal workers, processs changed to this hard multi bureau joint work, this placed higher demands upon the societal workers who were non as extremely trained as other bureaus in mental wellness issues. Changes were made to the Mental Health Act 1983 in 2007 including Professional functions: it is broadening the group of practicians who can take on the maps presently performed by the approved societal worker and responsible medical officer. See the ethos of the societal work field or service you are showing The thoughts or ethos of mental wellness has changed vastly over the past two decennaries. Mental wellness is more unfastened to the populace as an unwellness that affects many people and does non do these people a definite menace to those around them. Social work has a important function to play in organizing attempts to back up persons and groups who may frequently hold negative experiences and perceptual experiences of mental wellness services. Social workers need to keep a broader societal position of mental wellness jobs particularly in respect to concerns about discriminatory patterns, civil rights and societal justness this facet is included in the PCF 2,3 and 4. In conformity to the PCF 5 societal workers have the cognition, preparation and instruction that allows them to develop understanding and consciousness of issues such as subjugation, power and societal exclusion and it has made societal workers cognizant of their ain abilities for subjugation towards others. What is the service user/carers view about the service you have chosen? What is the function of the societal worker in supplying the service? What is the function of the societal worker in supplying the service? Social workers have had a cardinal function of supplying an independent position in appraisals. Supplying critical position drawn from a scope of societal scientific disciplines has been paramount to the preparation of societal workers in the mental wellness services this complies with the PCF of cognition and SoP 13 which besides relates to knowledge and its usage. Extra duties will be probably for societal workers employed in a mental wellness trust such as attention direction and representation of societal fortunes in mental wellness courts. Social work practise is underpinned to advance societal justness and challenge subjugation, hence societal workers are in theory good placed to help other mental wellness professional s working with service users and to join forces on ways of recovery. These functions include the usage of all of the PCF along with SoP 9, 11 and 13. How does current policy about the service ( grownups or kids and immature people ) impact on service bringing? The Children s Act 1989, suggest that a kid is considered to be at injury if there is damage of wellness which includes mental wellness. The definition of a kid in demand is one that is improbable to accomplish a sensible criterion of wellness ( mental ) without the proviso of services. The Health Act 1999 contains a extended subdivision on partnership with other governments which suggests that the NHS will exert their maps along with other authorization organic structures and they will co-operate with one another to procure and progress the wellness and public assistance of people in England and Wales. The white paper Modernising Social Services ( 1998 ) suggests the launch of the Quality Protects programme will transform the whole of the kids s societal services. Bettering protection with eight regional Committees for Care Standards and working to national criterions. The white paper Modernising Health and Social Services-National Priorities Guidance ( 1998 ) commits to cut downing waiting times for services along with lending to the development of outreach squads. This paper besides wants to increase and better services for kids and striplings including early intercession and bar programmes for kids. What do you see might be the hereafter of the service/field? Modern practise

Roger And Me Essays - English-language Films, Anti-capitalism

Roger And Me Roger and Me The film was one that utilized and demonstrated many techniques found in the genre of documentary. Michael Moore took every aspect of making a film and flawlessly executed it. The resulting product was one that was to the point and interesting. The first thing that I realized was Moores ability to use B role and integrate it seamlessly into the film. One example would be when he was moving home from San Diego. The story cut to a scene in a movie that was of a man coming home from the army. I remember thinking that even though this film had nothing to do with the story at hand, it was very clear as to what happened. He saved a few mins of film and got straight to the point. Various other film clips were used to tell the story. This brings me to the second point, which is Moores ability to hold the audiences attention. You have a film about the town of Flint, Michigan and the trouble it went through during the GM plant closings. Right now I can think of a few thousand ways a filmmaker could have taken this story, added his point of view, and bored me out of my mind. That couldnt be any farther from the truth. I found myself drawn into the story that Michael presented. He used comedy to pick up some slower parts and good camera angles to keep my attention on the screen. As for Story and Characters Moore once again used text book accuracy and added his twist. He picked a few characters and used them through out the film. This is something that kept the audience from getting confused. I think a lot of filmmakers screw up by introducing too many characters. For example, the sheriff deputy was a main character the makes you realize the truth behind what was going on. The Deputy represented the problems and pain that GM was causing by closing the plants. Moore took all aspects of the story and assigned characters to represent each side of the whole situation. The story was well thought out and organized in definite sections or acts. You can tell that Moore spent did his time in pre production. This documentary was well thought out and executed. Michael Moore has a definite style of his own. This used together with good fundamentals proved to me that you could make almost any story interesting if you do it correctly. Film and Cinema

How to Use the Perl Array Grep() Function

How to Use the Perl Array Grep() Function The Perl  grep() function is a filter that runs a regular expression on each element of an array and returns only the elements that evaluate as  true. Using regular expressions can be extremely powerful and complex. The grep() functions uses the syntax List grep(Expression, array). Using Grep() Function to Return True Expressions myNames (Jacob, Michael, Joshua, Mathew, Alexander, Andrew); grepNames grep(/^A/, myNames); Think of the myNames array as a row of numbered boxes, going from left to right and numbered starting with a zero. The grep() function goes through each of the elements (boxes) in the array and compares their contents to the regular expression. If the result is true, the contents are then added to the new grepNames array. In the above example, the regular expression /^A/ is looking for any value that starts with a capital A. After sifting through the contents of the myNames array, the value of grepNames becomes (Alexander, Andrew), the only two elements that start with a capital A. Reversing the Expression in a Grep() Function One quick way to make this particular function more powerful is to reverse the regular expression with the NOT operator. The regular expression then looks for elements that evaluate to false and moves them into the new array. myNames (Jacob, Michael, Joshua, Mathew, Alexander, Andrew); grepNames grep(!/^A/, myNames); In the above example, the regular expression is looking for any value that does not start with a capital A. After sifting through the contents of the myNames array, the value of grepNames becomes (Jacob, Michael, Joshua, Matthew). About Perl Perl is an adaptable programming language frequently used to develop web applications.  Perl  is an  interpreted, not compiled, language, so its programs take up more CPU time than a compiled language- a problem that becomes less important as the speed of processors increases. However, writing in Perl is faster than writing in a compiled language, so the time you save is yours.

Elements of Negotiation and Bargaining Skills Coursework

Elements of Negotiation and Bargaining Skills - Coursework Example Communication is crucial to the success of most activities. Communications individuals gather information about the other members of the negotiation. Interest involves what the negotiators want from the interaction. The option of a negotiation in a deal involves looking for the best alternative to putting into action. Legitimacy is vital in interaction between who are bargaining for a commodity or a service (Carrell & Heavrin, 2008). The parties to a negotiation should be committed to the communication because both of them stand to gain from the success of the negotiation. The skills required to conduct a successful negotiation are crucial to most corporations. Effective negotiators need to have the problem-solving skills to determine the intention of the parties in a deal. In relation to, top negotiators need to have good communication skills to understand the details of the negotiations. Effective negotiators have interpersonal skills that they use to maintain a good working relationship with the parties to a negotiation (Carrell & Heavrin, 2008). Collaboration and teamwork are a skill significant to negotiators to unite the associates of a contract. Lastly, decision-making is a primary skill because it helps negotiators act decisively. Rational choice theory is the situation that individuals behave the way they do because the decision to do the actions has more benefits than costs. It relates to the negotiation process in the sense that individual use their rational mind to make decisions (Carrell & Heavrin,

Human Resource Management & Information Management (MBA) pro 8 Essay

Human Resource Management & Information Management (MBA) pro 8 - Essay Example One of the solutions is motivating the employees. This is the best way to deal with this problem. Motivating the employees is the act of making them feel important and needed in an organization. This is a challenge for the managers but once it is implemented, great changes can be observed in the organization (Brewster & Harris, 1999). When employees are motivated, they always produce quality work. This is because they are seen as important stakeholders of an organization. This leads to the success of an organization since they are also able to keep good relations with the customers. Every employee is happy when their work is appreciated thus they even try harder which is very important in an organization. It also helps in retaining the employees in the organization for a longer period. When the HRM department is able to motivate the employees in the organization, productivity levels increase. In a case where the employees are allowed to air their suggestions, the organization really develops. This is because the employees have some experiences and they always suggest for what will best benefit the organization (Brewster & Harris,

Direct Democracy Essay Example | Topics and Well Written Essays - 750 words

Direct Democracy - Essay Example Direct Democracy is a form of government in which all citizens can directly participate in the decision-making process. (Direct Democracy Campaign, Wikipedia, the free encyclopedia). Daniel B. Jeffs, founder, The Direct Democracy Center, states that the problems are due to the Government being too large and too dangerously powerful. He firmly believes that elected representatives are corrupted by a deeply flawed system that seduces them with money and power to gain and remain in office, or seek higher office and that in this process it has disenfranchised the overall electorate. Finally, he states that this system needs to be altered in such a way that it will override the practice of selective democracy by factions and vested interests. The solution according to him lies in nonpartisan elections and government with more democracy. In this age of communications and information technology, the Constitution should be amended so as to establish direct democracy by means of secure voting networks connected to voter's homes. All elections would be conducted over the voting networks. In this proposed system the elected representatives would be nonpartisan, highly qualified professional government managers. To keep it honest, with no more government than we need, well-informed voters should decide matters of taxation and public policy. And the collective judgment of our fellow citizens (which could be trusted because the direct democracy voting networks would require voters to be truthfully informed) would know what is best for all of us. (Daniel B. Jeffs, The Direct Democracy Center). The advantages of Direct Democracy are that first, it would remove the barrier between the electorate and the government. Secondly, in Representative Democracy the voter has to vote for one party or the other with no guarantee of either party addressing the issues facing the voter, on the other hand in Direct Democracy the voter will be voting on each issue separately. Thirdly, decisions will always be that of the people rather than that of a few politicians. Fourthly, it encourages people to be more proactive in the political process, this results in a more deterministic future for the voter. Fifthly, it curbs the power of the elite. Sixthly, the practice of elected representatives following the diktats of party leaders and civil servants to the detriment of the voter will cease. Seventhly, quid - pro - quo transactions between the elected representatives and the rich and powerful pressure groups will cease altogether. Eighthly, thorny and uncomfortable issues which elected represen tatives would do anything to avoid, will be addressed by this system. Ninthly, there would be control on governmental tendencies running towards the dictatorial. And finally, the system of Direct Democracy is more democratic. (Direct Democracy Campaign). The disadvantages of Direct Democracy are that: first, all citizens must be actively involved on all issues all of the time. For very large population groups, it might become well nigh impossible to do so. Secondly, the public generally gives only superficial attention to political issues and is thus susceptible to charismatic arguments. Thirdly, the decision of all or most matters