In this tutorial, we will learn about the sigmoid activation function. The sigmoid function always returns an output between 0 and 1. After this tutorial you will know: What is an activation function? How to implement...

The Sigmoid Activation Function - Python Implementation

Welcome to this tutorial on the MNIST dataset. In this tutorial, we will learn what is the MNIST dataset, how to import it in Python, and how to plot it using matplotlib . What is the MNIST dataset? MNIST set is a lar...

MNIST Dataset in Python - Basic Importing and Plotting

Loss functions in Python are an integral part of any machine learning model . These functions tell us how much the predicted output of the model differs from the actual output. There are multiple ways of calculating t...

Loss Functions in Python - Easy Implementation

K-nearest neighbors (kNN) is a supervised machine learning technique that may be used to handle both classification and regression tasks. I regard KNN as an algorithm that originates from actual life. People tend to b...

K-Nearest Neighbors (KNN) in Python

In the previous articles, we have seen how to perform EDA using graphical methods. In this article, we will be focusing on Python functions used for Exploratory Data Analysis in Python. As we all know, how important E...

EDA - Exploratory Data Analysis: Using Python Functions

Bleu score in Python is a metric that measures the goodness of Machine Translation models. Though originally it was designed for only translation models, now it is used for other natural language processing applicatio...

How to calculate BLEU Score in Python?

This is a tutorial on Bootstrap Sampling in Python. In this tutorial, we will learn what is bootstrapping and then see how to implement it. Let’s get started. What is Bootstrap Sampling? The definition for bootstrap s...

Bootstrap Sampling in Python

Relu or Rectified Linear Activation Function is the most common choice of activation function in the world of deep learning . Relu provides state of the art results and is computationally very efficient at the same ti...

ReLu Function in Python

Hello, folks! Today, we will be having a look at one of the most unaddressed topics in Python that is, Vectors in Python. So, let us begin! First, what is a Vector? A vector in a simple term can be considered as a sin...

Vectors in Python - A Quick Introduction!

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