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Lopamudra Satpathy

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Lopamudra Satpathy

Building Bridges: The Role of Stakeholder Analysis in Effective Analytics Solutions

The analytics deployment model is a multiphase, end-to-end process that provides an analytics solution to satisfy customer requirements…

Jan 15

Jan 15

Lopamudra Satpathy

Data Preprocessing

Is the data preprocessing important for a machine learning model? It is essential to preprocess and clean the data before processing it for…

Nov 8, 2022

Nov 8, 2022

Lopamudra Satpathy

How to treat missing values?

Due to the advancement of technologies, data is growing exponentially in different businesses and enterprises. The usage of data and its…

Oct 15, 2022

Oct 15, 2022

Lopamudra Satpathy

5-Point Likert Scale vs 7-Point Likert Scale

A Likert Scale is an even scale from which respondents choose the level of agreement or disagreement with the given statements or…

Sep 26, 2022

Sep 26, 2022

Lopamudra Satpathy

How do we improve association rules in a data model?

It is always critically important to have a solid understanding of Support and confidence when evaluating association rules. The “support,”…

Aug 16, 2022

Aug 16, 2022

Lopamudra Satpathy

Linear Optimization Model : Airline Distribution system

The linear optimization model is one of the simplest ways to perform optimization problems. However, it helps solve the complex…

Aug 14, 2022

Linear Optimization Model : Airline Distribution system

Aug 14, 2022

Lopamudra Satpathy

Supervised vs. Unsupervised machine learning task

Supervised Task: A supervised task is an algorithm on how students learn from a teacher. Under the supervision of a teacher, the students…

Aug 14, 2022

Aug 14, 2022

Lopamudra Satpathy

Cluster Analysis

Cluster analysis is an unsupervised learning problem where homogeneous clusters of records have been gathered to get insight into the data…

Aug 10, 2022

Aug 10, 2022

Lopamudra Satpathy

Risk Analysis : Monte Carlo Method

Risk analysis is nothing but examining how project outcomes and objectives might change due to the impact of the risk event. During the…

Aug 5, 2022

Risk Analysis : Monte Carlo Method

Aug 5, 2022

Lopamudra Satpathy

Simple Linear Regression

Simple linear regression is used to model the relationship between two continuous variables. Often, the objective is to predict the value…

Jun 11, 2022

Simple Linear Regression

Jun 11, 2022

Lopamudra Satpathy

Lopamudra Satpathy

Enthusiast Data Analyst| M.S. in Business Analytics Grand Canyon University| B.E. in Mechanical Engineering BPUT

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