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business analysis tools and techniques Analytics

Understanding Classification: Master Business Analysis Tools and Techniques

It is a digital century: businesses deal with truckloads of data on a regular basis. All daily interactions with customers,…
Imarticus
ImarticusDecember 12, 2024
Advanced SQL Analytics

Union, Union All & Intersect Operators for Advanced SQL

SQL, a powerful language for managing relational databases, provides various operators to manipulate and combine data from multiple tables. Among…
Imarticus
ImarticusNovember 29, 2024
Linear Regression Models Analytics

A Guide to Feature Selection for Linear Regression Models

When developing linear regression models, selecting the right features is essential for enhancing the model's efficiency, accuracy, and interpretability. Feature…
Imarticus
ImarticusNovember 21, 2024
Ordinary Least Squares Analytics

An In-Depth Guide on How Ordinary Least Squares (OLS) Works

One of the core techniques in statistics and data science, Ordinary Least Squares (OLS), is critical for understanding regression analysis…
Imarticus
ImarticusNovember 21, 2024
Linear Regression Analytics

A Comparison of Linear Regression Models in Finance

Although it is a fundamental tool in data science, simple yet effective in drawing the relationship between variables, linear regression…
Imarticus
ImarticusNovember 19, 2024
business analytics Analytics

Essentials of Business Analytics: Causal Inference and Analysis

Business analytics is the factor giving businesses a competitive edge in the very data-driven world we live today. While everything…
Imarticus
ImarticusNovember 18, 2024
ddl statements Analytics

DDL Statements in SQL: Create, Alter, and Drop Explained

When you first step into the world of databases, you may feel overwhelmed. The technical jargon, the structure, and the…
Imarticus
ImarticusNovember 15, 2024
python programming Analytics

Implementing Common Probability Distributions in Python Programming: Step-by-Step Examples

Probability distributions are the mathematical functions that describe the likelihood of different possible outcomes of a random variable. Understanding and…
Imarticus
ImarticusNovember 13, 2024
regression vs classification Analytics

Regression vs. Classification Techniques for Machine Learning

Machine learning (ML), a subset of Artificial Intelligence, empowers computers to learn from data and make intelligent decisions without explicit…
Imarticus
ImarticusNovember 13, 2024
statistical dispersion Analytics

Statistical Dispersion Explained: Why It Matters in Everyday Decisions

In statistics, measures of dispersion, or variability, provide insights into how spread out or clustered a dataset is. Statistical dispersion…
Imarticus
ImarticusNovember 13, 2024
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