We can work on Machine learning project

In this project, you are asked to work on one problem that needs to be solved using sophisticated data analytics and machine learning approach. The project should have the needed data file before you choose to work on the project.

You are required to submit the first three items for your project as one zip file,

A report with detailed information about your project, including the following sections (10-15 pages excluding references and title page, single space, 12-point Times New Roman, use as many references as you need in APA format) [50]
Introduction (Background, Motivation, Objectives etc.) [5]
The description of the specific problem and the data [5]
Methods for data analytics and machine learning (describing the approach and the justification for choosing this approach) [15]
Evaluation methods for the obtained results [10]
Results (summary of the findings) and discussion (unsolved issues, interesting findings, limitations of the study, comparison with prior studies) [10]
Conclusion [5]
Source code (.py files) and data used in the project [30]
The source code should be able to run and generate the results described in the report.
If the data file is big (> 10 MB) and downloadable from some links, please only provide the links in a file
If the data file is big (> 10 MB) but not from a public source, you may let me know ahead of time and I can create a Box folder for you to upload the data to the folder.
Powerpoint slides for project presentation (10 – 20 slides) [10]
The structure is the same as the project report

Sample Solution

Socialism extended quickly during the Cold War. Russia has effectively brought Communism into numerous little and temperamental nations in Cuba and Russia and has cooperated to advance socialism around the globe. The innovation is developing at a quick pace. America and Russia vie for the title of “the nation that initially entered the universe.” Russia won when April 12, 1961, when Yuri Gagarin entered the universe and circumvented the earth. The United States now needs the “better” Russian achievement objective, President Kennedy is offering it – the principal individual of the month. Network givers effectively bolster the development pace of the VeChain people group and biological system in zones, for example, network commitment, network the executives, aptitude, and so on. They likewise speak to the interests of the network in stage the executives. You can utilize the gained VeThor to advance network exercises and further extend the extent of the VeChain biological system. The Foundation surveys all applications dependent on the definition models of every classification and step by step appoints specialists’ arbitrators to candidates esteemed qualified by the Foundation after dispatch of the fundamental system. As the stage advances, the Foundation can recognize members in different classes. Network Foundation. These establishments gather assets from the neighborhood network and contribute and rejoin the network. They frequently deal with a few little families and corporate establishments and gather assets from the general. Since they ordinarily have a lot of adaptability as far as financing, their endowments can regularly be utilized to improve offices in different manners. Activists of the network dissident network, notwithstanding acting naturally inhabitants, may at first assistance sort out the work and may think a lot about issues and related offices. Political way of thinking dependent on network dynamic, social uniformity, and avoidance of the standards of monetary and social prohibition overshadow network objectives over individual objectives. As communists contend, social balance, aggregate dynamic, pay dissemination dependent on pay, financial and political way of thinking of creation capital and private enterprise and full socialism backing the open ownership of regular assets Interim phase of social advancement between. This is a methodology contrasted with free-laundromat private enterprise where the state oversees all significant asset creation businesses and deals with most of the economy. Correspondence Many chairmen invest the vast majority of their energy to convey inside and outside the business. Correspondence can be handily characterized as a progression of data starting with one individual then onto the next. Hence, viable correspondence is imperative to the accomplishment of the business. Since work re-appropriating, data input, and business the executives rely upon a precise, speedy and successful correspondence process. Great correspondence lessens clashes and forestalls misconceptions by representatives’ requests. How about we see. The four most regular sorts of correspondence utilized by chiefs incorporate relational correspondence, nonverbal correspondence, composed correspondence, and verbal correspondence. Relational correspondence can be clarified as correspondence between a little gathering of gatherings, for the most part as a setting of meeting where members can just have insignificant discussion. There are things other than dialects, for example, signals, development, articulation, non-verbal communication, different parts of the presence of the body, other than words. Record correspondence is a message sent to the beneficiary recorded as a hard copy. Oral correspondence implies conveying in verbal or verbal correspondence. Nonverbal correspondence is a procedure of imparting by not transmitting or accepting word messages. This kind of correspondence incorporates motion, contact, non-verbal communication, signal, outward appearance, and eye to eye connection. Nonverbal correspondence likewise incorporates messages passed on through significant activities. For instance, garments and haircut are a kind of nonverbal communication that passes on data about people. When in doubt, nonverbal correspondence can be considered dependent on the spot and circumstance of correspondence, the physical qualities of the discourse individual, and the conduct of the exchange individual in the exchange. Nonverbal correspondence is the transmission and gathering of messages without words. Non verbal correspondence is called verbal and composed correspondence, for example, signal, non-verbal communication, motion, sound, outward appearance. Nonverbal correspondence is about the speaker’s non-verbal communication. Casual correspondence is finished utilizing channels appeared differently in relation to formal correspondence channels. This is only a discussion. It was set up for the social connections of the individuals from the association and for vis-à-vis conversations. It occurs among loved ones. Utilizing slang words for casual correspondence, swearing words isn’t constrained. Ordinary. Casual correspondence happens orally and is finished utilizing motions. There are seven essential components in relational correspondence. These components exist at whatever point we connect somehow or another. The quintessence of these components is that they are firmly related and progress in an intermittent procedure. It is one. DeVito says that there are consistently wellsprings of data when two individuals impart. The originator is the wellspring of the message and is liable for encoding the message and offering importance to the message (DeVito, 2013). The beneficiary of the message being gotten by the cove is the beneficiary. Relational correspondence is a significant part of life. Notwithstanding trading data among individuals associated with the correspondence procedure, there are other significant parts of correspondence between individuals (West, 2011). Collaboration of relational relationship assists individuals with obtaining thoughts and relational abilities through the correspondence procedure (DeVito, 2009). All the more significantly, when utilizing relational correspondence, the gatherings associated with the correspondence procedure are bound to communicate their feelings and feelings. Hence, the utilization of innovation during the time spent relational correspondence is still significant and assumes a significant job in the public eye (Wood, 2010). As indicated by an overview of April 2012, in the previous 30 days, about 70% of cell phone clients and 86% of cell phone clients are directing at any rate one of the accompanying exercises. Topic 9 Interpersonal relationship  What is relational correspondence? Relational correspondence  Interpersonal correspondence is the way toward imparting, conveying, and haggling between the two individuals. Relational correspondence  What is the hypothetical perspective about relational correspondence? Relational correspondence in the 1960’s  Learning, dissension, balance, social judgment, response. ● Speech and social impact relational relationship From the late 1960s to the mid 1970s ● Self articulation, self revelation, relational connections, nonverbal correspondence and relationship improvement. ● Development of relational connections and relational connections Interpersonal correspondence in the mid 1970s While seeing the improvement of the present reality, I need to break down the contrasts between communism, socialism and free enterprise. Communism is viewed as state-claimed by established and fair strategies, and accordingly fundamental creation implies are being executed along these lines. A framework that limits human opportunity. Today, private enterprise and free markets are viewed as the main answer for existing issues.>

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