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Start-Tech Academy Sales Data: Regression vs Classification Analysis, Assignments of Machine Design

Visvesvaraya Technological UniversityMachine Design

The sales data of Start-Tech Academy for 12 months, allowing for a comparison between Regression and Classification analysis. The data includes sales figures for each month, as well as coefficients for Overfitting and Bias-Variance Tradeoff using the OLS Method. This information is essential for students and researchers in the field of Data Science and Machine Learning.

Typology: Assignments

2019/2020

Uploaded on 08/01/2020

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vamsi-pet 🇮🇳

2 documents

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Download Start-Tech Academy Sales Data: Regression vs Classification Analysis and more Assignments Machine Design in PDF only on Docsity!

Basics

Regression vs

Classification

Chart is a visual representation of numerical data. It can make your number more representable.

QUANTITATIVE DATA

OLS Method

$2.500.000, $2.600.000, $2.700.000, $2.800.000, $2.900.000, $3.000.000, $3.100.000, $3.200.000, $3.300.000, Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

Sales

QUANTITATIVE DATA

Overfitting

$2.500.000, $2.600.000, $2.700.000, $2.800.000, $2.900.000, $3.000.000, $3.100.000, $3.200.000, $3.300.000, Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

Sales