Basics of Probability, Probability Distributions Inferential Statistics Inferential Statistics allows you to make predictions(inferences) from data. Most often, we will work with a large amount

# Tag: Machine Learning

## Essential Math for DataScience — Linear Algebra

Row Vector, Column Vector, Dot Product Linear Algebra for Data Science A good understanding of linear algebra is much needed for understanding many machine learning algorithms. In

## Confusion Matrix — Clearly Explained

Confusion Matrix In machine learning, the confusion matrix helps to summarize the performance of classification models. From the confusion matrix, we can calculate many

## Correlation Coefficient — Clearly Explained

Correlation Coefficient In machine learning, before we generate any model, we need to understand the relationship between independent variables and the target variable. The correlation

## Data Visualization Using Seaborn

Data Visualization Seaborn plots Data Visualization Using Seaborn Seaborn is used for data visualization, and it is based on matplotlib. It provides a high-level interface for

## An Introduction to Support Vector Machine

Support Vector Machine (SVM) SVM is a supervised machine learning algorithm that is used for both classification and regression problems. SVM is used for both linear