Q2 ) Discuss different available tools and their benefits to the business indust
ID: 3602996 • Letter: Q
Question
Q2 ) Discuss different available tools and their benefits to the business industry Q3) Discuss candidate generation in Generalized Sequential Pattern (GSP) with the help of an example. Q4) Explain the reason behind describing artificial neural networks (ANN) as "black box". Then propose one technique to overcome this criticism Q5) Discuss one advantage and one disadvantage of Support Vector Machines (SVM) compared to artificial neural networks (ANN) *NOTE PLEASE SOLVE ALL THE 5 QUESTION AT ONE TIME BECAUSE i HAVE ONLY 20 POST PER-MONTH AND ANSWER ALL OF THEM BY COMPUTER BEUCASE HAND WRITING IS HARD TO READ SOMETIMESExplanation / Answer
Q2)
ans)
Knowing your items and administrations
1.Product learning is a basic deals aptitude. Understanding your items' highlights enables you to introduce their advantages precisely and influentially. Clients react to energetic deals staff who are enthusiastic about their items and anxious to impart the advantages to them.
Become acquainted with your items or administrations
1.Customers will probably trust sales representatives who indicate trust in themselves and what they are offering. You can assemble this certainty by expanding your insight into your items or administrations.
2.Use ordinary and inventive wellsprings of data to find out about your items or administrations, including:
your own particular encounters utilizing the items:
1.product writing, for example, pamphlets and indexes
2.online gatherings
3.feedback from clients
4.trade and industry productions
5.internal deals records
6.your colleagues
7.visits to makers
8.sales preparing programs
9.competitor data.
10.Be legit about deficiencies
On the off chance that your item or administration has a few deficiencies in specific circumstances, speak the truth about them with your clients. Tell them at an early stage in the event that you don't think your item or administration is appropriate for them and they will be more disposed to believe you when they require something later on.
Transform item includes into benefits:
1.As you connect with clients, you can utilize your insight to lead your client through the business procedure, and make their experience an agreeable one that they'll need to return to
2.Successful sales representatives know the greater part of their items' highlights and skilfully transform these highlights into benefits for their clients.
3.To practice this expertise, list your item's highlights, potential advantages, and all data in advance for your clients. Consider how you can convey the potential advantages, for instance:
Q3)
Ans)
Apriori strategy.
Consecutive Example Mining:
1.If you're a store proprietor and you need to find out about your client's purchasing conduct, you may not exclusively be occupied with what they purchase together amid one shopping trip.
2.You may likewise need to think about examples in their buying conduct after some time. "On the off chance that a client buys child cream, at that point another conceived cover, what are they prone to purchase next?"
3.With data like this, a store proprietor can make astute advertising methodologies to expand deals and additionally benefit.
4.To get this information, the Apriori calculation must be changed to represent this time delay between exchanges.
5.For this bit of the talk I'll be referencing a specialized paper by Rakesh Agrawal and Ramakrishnan Srikant entitled "Mining Consecutive Examples". Let's assume you begin with a database loaded with exchanges that looks something like this.
ex:
date customer id item parchage
1 01 AA
2 02 BB
2 03 CC
3 04 AA
3 05 DD
4 06 FF
Q4)
ANS)
A fake neuron organize (ANN) is a computational model in view of the structure and elements of natural neural systems. Data that courses through the system influences the structure of the ANN in light of the fact that a neural system changes - or learns, as it were - in view of that info and yield.
ANNs are viewed as nonlinear factual information displaying instruments where the mind boggling connections amongst sources of info and yields are demonstrated or designs are found.
Techopedia clarifies Fake Neural System (ANN)
An ANN has a few favorable circumstances yet a standout amongst the most perceived of these is the way that it can really gain from watching informational indexes. Along these lines, ANN is utilized as an irregular capacity estimate apparatus. These sorts of apparatuses help assess the most practical and perfect strategies for landing at arrangements while characterizing registering capacities or circulations. ANN takes information tests as opposed to whole informational collections to touch base at arrangements, which spares both time and cash. ANNs are considered genuinely straightforward scientific models to improve existing information investigation innovations.
ANNs have three layers that are interconnected. The primary layer comprises of info neurons. Those neurons send information on to the second layer, which thusly sends the yield neurons to the third layer.
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