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### Principal Components Analysis(PCA) in Python – Step by Step

In this simple tutorial, we are going to learn how to perform Principal Components Analysis in Python. This tutorial would be completed using Jupyter Notebook. I assume you have Jupyter …

Read More### Python-Jupyter Notebook Tutorial 1 – Introduction to Python and Setup

This is the first in the series of beginner-to-expert tutorials and Python and Jupyter Notebook. In this tutorial (Python-Jupyter Notebook Tutorial 1), we would cover the following topics: About Python …

Read More### Basics of Genetic Algorithm – GA (Explained in Simple Terms)

We would examine the basics of Genetic Algorithm and dive a little deeper into the actual steps in genetics algorithm. I will try to be clear and also explain the …

Read More### PCA Tutorial 1 – Introduction to PCA and Dimensionality Reduction

PCA is one of the concepts that many find a bit tough to grasp. I had the same issue, but now I figure out a way to explain it in …

Read More### Data Science Questions and Answers (Questions 1 to 10)

I’m providing set to data science question and answers. The answers would be clear and brief for anyone to understand no matter your field. However, if you would like to …

Read More### Basics of Bayesian Inference

Bayesian Inference is simply a way of making statistical inference by applying Bayes’ Theorem. Assuming there is a particular hypothesis H. Let the probability of this hypothesis be p(H). According …

Read More### Lecture 17 – Multiple Linear Regression

You already know of Simple Linear Regression. You also know of Logistic Regression. Now we would discuss Multiple Linear Regression. This is a case where we have more than one …

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