Question 1:
Describe the problem that a large company such as HP might face in offering many product lines and options.
Because of the numerous offerings by HP, there are some problem faced by this organization. These are listed below
• Unplanned operating costs
• Increase in inventory driven costs
• Increase in Product Design Costs
• Overabundance of a few items and shortages of others.
• Rework due to the re-designing or product failures
Question 2:
Why is there a possible conflict between marketing and operations?
There dependably exists clashes in the middle of promoting and operations as advertising group or Marketing Department dependably concentrates on more SKUs, more components, and more arrangements. The need giving every conceivable item decision an undeniable approach to fulfill more clients and produce more deals. Maybe the operations dependably need less. They need less to figure, less stock and less many-sided quality to oversee. Essentially, the driver on operations is expense control. Operations requires quick and unsurprising request process durations. The shifting objectives and goals between the diverse parts of the devouring the choice setting aside a few minutes expending and excessively complex.

Question 3:
Summarize your understanding of the models and the algorithms.
The primary utilization of information mining method is to distinguish the examples and conduct of information. So that an association may utilize it to recognize its future point of view clients, expand market deals and keep up long supportability. Hence Model goes about as a steady application or a system for doing the investigation. From among the vast number of data sets, information are partitioned into test set and preparing sets. The preparation set information is utilized to assemble the model. What's more, the test set information is utilized to confirm or distinguish the exactness of the model. Along these lines, association can make utilization of the model for prescient examination of clients' practices, purchasing examples, affiliation investigation and so forth. Furthermore, calculation is an orderly or consecutive procedure to complete the things. It is a requested method for doing things. A calculation is a foreordained arrangement of principles for directing computational steps that deliver a computational impact. A programming model is a structure for communicating calculations, however is not a calculation itself.

Question 4:
Perform an online search to find more details of the algorithms.
An Algorithm is a set of steps to accomplish a task. Algorithm is a set of steps to a computer program to accomplish a task. Algorithms are used in Biological science to design the molecular structure that are the core of disease, in physics algorithms are used to simulate climate and weather patterns, in Astronomy algorithms is used to search and analyze the vast data about the stars and universe that’s collected by automated space telescopes. Efficient algorithms are needed to analyze huge data sets in order to select intelligently from a vast number of possible decisions. In almost all areas there are new algorithms created every day.

Question 5:
Why would there be a need for such a system in an organization?
For any organization the ultimate goal would be to improve their revenue and to be ahead of their competitors. To achieve this goal any organization would like to find a way to optimize their operating costs and to achieve as much profits as possible. Having this system will definitely help any organization to achieve their goal.
Question 6:
What benefits did HP derive from implementation of the models?

HP Developed a business model that is unique to their operation. This helped them in many different ways. Some of them are listed below.
• With the new systems in place, HP can be sure that the data flow within the organization is smooth
• Considering the size of the organization and number of locations it is located, it is easy now for HP to organize their business company and focus of their vision
• HP is able to control their unwanted costs to reduce the operational costs and they had a clear picture of their business model to identify unwanted steps in their model.