{"id":87449,"date":"2022-11-27T15:04:00","date_gmt":"2022-11-27T09:34:00","guid":{"rendered":"https:\/\/www.mygreatlearning.com\/blog\/implementing-data-mining-techniques-to-study-key-variables\/"},"modified":"2024-09-03T17:24:43","modified_gmt":"2024-09-03T11:54:43","slug":"implementing-data-mining-techniques-to-study-key-variables","status":"publish","type":"post","link":"https:\/\/www.mygreatlearning.com\/blog\/implementing-data-mining-techniques-to-study-key-variables\/","title":{"rendered":"\u00a0Implementing Data Mining Techniques to Study Key Variables<\/strong>"},"content":{"rendered":"
\"\"
INDRAMANI SHUKLA<\/strong><\/figcaption><\/figure>\n\n\n\n

Hi, I am Indramani Shukla. Thank you for letting me share my success story of Data Science at Work. I will keep it short and brief informing you how this PGPDSBA Online course has helped me a lot in achieving my goals and giving productive results to the organization in which I am working. I am working with \u201cLEHJRO\u201d as Assistant Vice President \u2013 Technology. I completed this course in the month of July 2022. <\/p>\n\n\n\n

I always felt the urge to know the business in a broader way and wanted to understand the dynamics of it, so instead of sitting back and only playing around with some existing tools I wanted to contribute more to my organization as a frontline resource and tried adding more values. One of my favourite modules was Machine Learning and it has helped me a lot in creating a replica web app of \u201cRegex101.com<\/strong>\u201d. I am attaching the link to my post on LinkedIn where you can find it:<\/p>\n\n\n\n

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

This course has helped me in bringing up more options in creating applications for the organization in order to reduce the output time that is done manually. Soon I will be introducing an application for my organization that will reduce the tedious, hectic, error-prone work. That is why I wanted to apply Data Science to this.<\/p>\n\n\n\n

I wanted to automate this tedious manual effort by implementing Data Mining Classification Model (CART or RF), where I have worked on some gathered data based on a few independent variables, likewise, as mentioned below: <\/p>\n\n\n\n

\u00d8  Client\u2019s response rate in the past for a particular approach<\/p>\n\n\n\n

\u00d8  Required infrastructure that they need to match with our offerings<\/p>\n\n\n\n

\u00d8  Revenue & cost report for past few years<\/p>\n\n\n\n

\u00d8  Volumetric Report<\/p>\n\n\n\n

\u00d8  Trend Analysis<\/p>\n\n\n\n

Eventually, my intention was to evaluate the target or dependent variable in this form of data as in \u201cthe potential customer.\u201d<\/p>\n\n\n\n

Efficiency & Impact:<\/strong><\/p>\n\n\n\n

After this, when the tool will be developed, the manual effort is drastically reduced by 50% from the previous database and moreover, it is much more profound now. It can generate analysis reports based on data screening and processing for a few minutes with immense visibility. It has increased the output quality by decreasing the timeline by 40%. I really thank the Great Learning team for supporting me throughout the journey.<\/p>\n","protected":false},"excerpt":{"rendered":"

Hi, I am Indramani Shukla. Thank you for letting me share my success story of Data Science at Work. I will keep it short and brief informing you how this PGPDSBA Online course has helped me a lot in achieving my goals and giving productive results to the organization in which I am working. I […]<\/p>\n","protected":false},"author":41,"featured_media":87450,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[5],"tags":[],"content_type":[],"class_list":["post-87449","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-success-stories"],"acf":[],"yoast_head":"\n\u00a0Implementing Data Mining Techniques to Study Key Variables<\/title>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u00a0Implementing Data Mining Techniques to Study Key Variables\" \/>\n<meta property=\"og:description\" content=\"Hi, I am Indramani Shukla. 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