After reading chapter 19 in Christopherson and viewing the “Nature’s Complexity” powerpoint along with the youtube video in this unit, please complete the following: 

1) Given that climate change is rapidly altering many species’ habitats, forcing some to die or migrate, explain how this could dramatically affect food webs (a few sentences)

2) Via “succession of species”, how might habitat loss/change create new opportunities for some species as well ? (a few sentences) 

NOTE: In part 1, please include a mention of how producers, consumers, detritivores, and decomposers factor in to this equation. In part 2, be sure to include factors of elevation, weather events, abiotic resources such as more water or sunshine. 

IMPORTANT: Your response must conspicuously draw upon the poweropint and Christopherson chapter or you will have points deducted. 

 https://www.youtube.com/watch?v=VfhgthqiGgY 

1. What are some major data mining methods and algorithms?  Data scientists make extensive use of visualization to study and present data. Discuss three visualization tools available on the market and applications well suited for each. Then, assume you must select one tool for use by your organization. Select a tool and justify the reasons for your choice.

2. What are the key differences between the major data mining tasks? Give examples of situations in which classification would be an appropriate data mining technique. Give examples of situations in which regression would be an appropriate data mining technique.

Please provide 2 pages [ one question each page]