Implementing Data Mining Techniques to Study Key Variables

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 Implementing Data Mining Techniques to Study Key Variables


INDRAMANI SHUKLA

Hi, I’m Indramani Shukla. Thank you for letting me share my success story of Data Science at Work. I’ll preserve it quick and temporary informing you the way this PGPDSBA Online course has helped me rather a lot in attaining my objectives and giving productive outcomes to the group by which I’m working. I’m working with “LEHJRO” as Assistant Vice President – Technology. I accomplished this course within the month of July 2022. 

I all the time felt the urge to know the enterprise in a broader approach and wished to know the dynamics of it, so as an alternative of sitting again and solely enjoying round with some current instruments I wished to contribute extra to my group as a frontline useful resource and tried including extra values. One of my favorite modules was Machine Learning and it has helped me rather a lot in creating a reproduction net app of “Regex101.com”. I’m attaching the hyperlink to my publish on LinkedIn the place you will discover it:

https://www.linkedin.com/feed/update/urn:li:activity:6966313028887699456?updateEntityUrn=urn%3Ali%3Afs_feedUpdate%3A%28V2%2Curn%3Ali%3Aactivity%3A6966313028887699456%29

This course has helped me in mentioning extra choices in creating purposes for the group with a purpose to cut back the output time that’s carried out manually. Soon I shall be introducing an utility for my group that can cut back the tedious, hectic, error-prone work. That is why I wished to use Data Science to this.

I wished to automate this tedious handbook effort by implementing Data Mining Classification Model (CART or RF), the place I’ve labored on some gathered information primarily based on just a few unbiased variables, likewise, as talked about beneath: 

Ø  Client’s response price previously for a selected method

Ø  Required infrastructure that they should match with our choices

Ø  Revenue & price report for previous few years

Ø  Volumetric Report

Ø  Trend Analysis

Eventually, my intention was to judge the goal or dependent variable on this type of information as in “the potential customer.”

Efficiency & Impact:

After this, when the device shall be developed, the handbook effort is drastically diminished by 50% from the earlier database and furthermore, it’s far more profound now. It can generate evaluation stories primarily based on information screening and processing for a couple of minutes with immense visibility. It has elevated the output high quality by reducing the timeline by 40%. I actually thank the Great Learning workforce for supporting me all through the journey.

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