1.Go to kdnuggets.com. Explore the sections on appli- cations as well as software. Find names of at least three additional packages for data mining and text mining. (answer needs to be 1 page minimum)2. Go to teradatauniversitynetwork.com and find the case study named “eBay Analytics.” Read the case carefully and extend your understanding of it by searching the Internet for additional information, and answer the case questions.( Answer needs to be one page minimum).3. Explain the relationship among data mining, text min- ing, and sentiment analysis.4. In your own words, define text mining, and discuss its most popular applications.5. What does it mean to induce structure into text-based data? Discuss the alternative ways of inducing structure into them.6. What is the role of NLP in text mining? Discuss the capa- bilities and limitations of NLP in the context of text mining Questions 3-6 should be limit to 2 pages.All the questions should be in APA formatting with reference in one document.

Linux Implementation Proposal: Migration Proposal Presentation:  You're a Linux specialist working for Go2Linux LLC, an organization that specializes in helping companies migrate their environments to Linux. Your company was approached by a potential new client, Faster Computing Inc., which is looking to migrate some of its environment from Windows to Linux.  You will be playing the role of a Linux specialist working for Go2Linux, an organization that provides expert help for organizations that are migrating to Linux. As your first major assignment, you'll be working with Faster Computing, a company that is contemplating a major migration to Linux. On Board with Go2Linux! You recently completed your degree and have landed your first gig working for Go2Linux. A small but growing company, Go2Linux provides Linux consulting services to clients across the United States and a handful of European countries. Go2Linux is actively recruiting talented Linux administrators, and you're working with some other recent grads. Your initial task will be to create a proposal for Faster Computing to help its leaders understand the potential benefits to the organization. Faster Computing is also a growing organization, and leadership believes that transitioning to Linux may help reach the company's goals. You'll need to present the company with not only the "general" benefits of Linux, but also specific suggestions that are relevant for the organization. Source: Shaunl, Getty Images Client Background Faster Computing is a young and growing company in the field of smart home technology. The company imagines and designs technologies that are used in a variety of smart home products. Faster Computing has 500 employees across three different sites. The main site, where most employees work, is in New York City. There are two satellite sites: one in Los Angeles and one in London, England. The company expects to experience rapid growth over the next three to five years, eventually opening additional sites and reaching as many as 5,000 employees. The current server environment consists exclusively of 20 Windows Servers. These systems provide a variety of services, such as file sharing, web servers, and email servers. They have a mix of hardware configurations, but all are sufficient to run any popular Linux derivative. The company would like to migrate all of these to Linux.  The 500 employees primarily use Windows 10 for their workstations, although there are some users are running Windows 7, and a few in the design department use Macs. The plan is to allow any users with a specific need to remain on Windows; others will be migrated to Linux. The Mac users will continue with Mac.  As with the servers, the client systems have a mix of hardware, but all are sufficient to run any popular Linux derivative. Their primary requirements for a Linux distribution are that it be able to interact with their remaining Windows environment, that support be available, and that it be flexible to run on different types of hardware. Faster Computing has contacted Go2Linux and requested a brief proposal presentation for migrating its systems from Windows to Linux. The company is specifically interested in seeing the following information: Based on your current understanding of Faster Computing's business, what are some potential benefits of Linux? The company is aware that many different Linux derivatives exist. Which would Go2Linux recommend, and why? Are there graphical interfaces available for the Linux workstations that would provide similar functionality to Windows? Some users are concerned about working with a command-line interface. What steps will be required to migrate the systems from Windows to Linux? What tools are available on Linux for the servers to provide file sharing, web servers, and email servers?

Do you feel that countries and companies need explicit strategies for technology development, given the tremendous amount of largely spontaneous creativity that occurs today, often in areas where new technologies are not expected to exert a great influence. Why or why not?Provide extensive additional information on the topicExplain, define, or analyze the topic in detailShare an applicable personal experienceProvide a scholarly source that applies to the topic, along with additional information about the topic or the source (please cite properly in APA)2 pages only