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Shivani

Shivani
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Artificial Intelligence in Plain English

Data Normalization : The Key to Achieving Consistency and Efficiency in Analysis

Data normalization is also known as feature scaling or variable scaling. It refers to the process of transforming the values of different…

4 min readJun 18, 2023

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Data Normalization : The Key to Achieving Consistency and Efficiency in Analysis

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Shivani
in
Artificial Intelligence in Plain English

Parameters and Hyperparameters in Machine Learning Models

Machine learning models are powerful tools that recognize certain types of patterns and make predictions from data. However, there’s a…

3 min readMay 21, 2023

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Parameters and Hyperparameters in Machine Learning Models

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Shivani
in
Artificial Intelligence in Plain English

The Role of Cost Functions in Machine Learning: Types, Significance, and Impact on Model…

In my previous articles, I discussed the issue of multicollinearity and shared steps for selecting the most appropriate machine learning…

5 min readMay 14, 2023

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The Role of Cost Functions in Machine Learning: Types, Significance, and Impact on Model…

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Shivani
in
Artificial Intelligence in Plain English

Identifying and Addressing Multicollinearity in Your Regression Models

Before jumping into the concept of multicollinearity, it’s important to understand regression analysis. In simple words, regression is a…

4 min readMay 1, 2023

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Identifying and Addressing Multicollinearity in Your Regression Models

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Shivani
in
Artificial Intelligence in Plain English

Considerations for Choosing a Machine Learning Algorithm

How to Use Scikit-learn Cheat Sheet to Choose the Right Algorithm

4 min readApr 22, 2023

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Considerations for Choosing a Machine Learning Algorithm

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Shivani

Best Coding Practices for Beginners: Writing Efficient and Maintainable Code

Coding standards are essential for writing efficient and maintainable code. If you are a beginner in programming world, it’s crucial to…

4 min readApr 15, 2023

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Best Coding Practices for Beginners: Writing Efficient and Maintainable Code

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Shivani

Publishing Tableau Workbooks Programmatically using Python and REST APIs: A Guide for Developers

This article will address the challenge of integrating tableau with a web application to publish workbooks. It will discuss the necessary…

4 min readApr 7, 2023

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Publishing Tableau Workbooks Programmatically using Python and REST APIs: A Guide for Developers

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Shivani

Shivani

Data analyst with 7+ years tech experience in web development. Solving problems & driving growth with data-driven insights.

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