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sanika-m's Projects

credit-loan-approval icon credit-loan-approval

Selecting the important variables and using machine learning models to predict the approval of loan

effect-of-sampling-techniques-in-water-quality-data icon effect-of-sampling-techniques-in-water-quality-data

Water quality is one of the most critical factors in a healthy ecosystem. Many factors influence water quality. By observing and evaluating several water samples, we come across different results; however when identifying the correct sampling techniques and inferring the effects to the Population sample, we see the various changes happening across and we study these changes across other sampling techniques here. We used three different Sampling techniques Random Sampling, Systematic Sampling, and Convenient sampling. The results in the study show no absolute winner in the case of choosing the proper sampling technique. We conclude in the study that different sampling techniques depict different results, and no one sampling technique depicts the whole population

nlp-for-text-analysis icon nlp-for-text-analysis

The objective was to find the top most used keywords in response to each question in the Customer Feedback Data..

use-of-design-of-experiment-in-media- icon use-of-design-of-experiment-in-media-

The project focuses on solving 3 case studies using Completely Randomised Design, Random Block Design and Taguchi method respectively, to analyse 3 different media related topics. The study uses MS Excel, R programming, Minitab to perform the analysis.

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