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Lakshmi Sruthi
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Published in Analytics Vidhya

·May 10, 2021

Supervised Learning: Logistic Regression from basics to expert

What is supervised learning? The Supervised learning machine learning algorithms are done when our data is labeled. We have two types of supervised machine learning algorithms Regression. Classification. 1. Regression It is explained in this blog: Click here Hyperparameter tuning for Linear Regression: Click here 2. Classification When will we use classification supervised learning? Classification is the method…

Logistic Regression

6 min read

Supervised Learning: Logistic Regression from basics to expert
Supervised Learning: Logistic Regression from basics to expert

Published in Analytics Vidhya

·May 9, 2021

Performance measures for Supverised classification problem.

What is the purpose of seeing metrics? — To find a solution for our problem based on actual data and the predicted data which helps you to choose the right metric based on ur problem of the data. Before choosing the right metric for our problem we need to know few terminologies of the measures of the classification…

Performance Metrics

4 min read

Performance measures for Supverised classification problem.
Performance measures for Supverised classification problem.

Published in Analytics Vidhya

·Apr 22, 2021

Hyperparameter Tuning in Linear Regression.

Before that let us understand why do we tune the model. What is the purpose of tuning? We tune the model to maximize model performances without overfitting and reduce the variance error in our model. We have to apply the appropriate Hyperparameter technique for our model. Types of errors 1. What is a Variance error? It refers to the amount that the predicted value would…

Hyperparameter Tuning

3 min read

Hyperparameter Tuning in Linear Regression.
Hyperparameter Tuning in Linear Regression.

Published in Analytics Vidhya

·Apr 22, 2021

Linear Regression in Machine Learning

What is Regression? Regression is the method used to predict the continuous variable in the target column or dependent variable based on independent features. It falls under the supervised technique. …

Linear Regression

5 min read

Linear Regression in Machine Learning
Linear Regression in Machine Learning

Published in Analytics Vidhya

·Apr 15, 2021

Selecting the right statistical test for our requirement.

What is the purpose of doing the statistical test? A statistical test provides a mechanism for making a quantitative decision about the process and it allows us to make sense and interpret a great deal of information and it gives numerical evidence to draw valid conclusions from the test results…

Statistical Analysis

3 min read

Selecting the right statistical test for our requirement.
Selecting the right statistical test for our requirement.
Lakshmi Sruthi

Lakshmi Sruthi

Aspiring Data Scientist

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