Heap - Uses Data mining for Data Analysis
December 03, 2022

Heap - Uses Data mining for Data Analysis

Sachidananda Choudhury | TrustRadius Reviewer
Score 8 out of 10
Vetted Review
Verified User

Software Version

Free

Overall Satisfaction with Heap

In this modern world we always need to balance our organization objectives and the people's need which will eventually lead to successfully journey.

Heap does the exact same thing, it balances both using data analytics. using both predictive framework and adaptive framework it help to achieve the requirements.

In predictive framework it uses past data for analysis where as kn adaptive framework it uses data on fly to achieve the requirements.

Based on scenario we can use both the models.
  • This can be used to find is a Customer is about to leave a product or not
  • It can also help to know if any default might have based on customer's past performance
  • It can let us know what is the next best possible action that needs to be taken
  • Since Heap deals with lot of data, data base is a huge issue
  • Encryption and decryption algorithm has to be structured in a larger scale
  • Integration with other systems using heap is difficult, this has great scope for improvement
Other applications help to achive the requirements using the current data, but Heap has two driven model one is dependent on past data which is also known as predictive framework and also one dependent upon fly which is adaptive framework. And integration is other tools is very difficult when compared to Heap, Heap connects fast and lighter.

Do you think Heap delivers good value for the price?

Yes

Are you happy with Heap's feature set?

Yes

Did Heap live up to sales and marketing promises?

Yes

Did implementation of Heap go as expected?

Yes

Would you buy Heap again?

Yes

1. We were designing a banking framework for loan application, we needed to check the probability of a customer defaulting a loan, using Heap we were able to find the same as it depends on historical data. 2. We also check what is the next possible thing a customer can buy. We were using a AI model to test the same and the success rate is more than 90% for the same