Category: Machine learning

Image Classification Using CNN

Hello all! welcome to another tutorial of deep learning. In previous tutorial we learnt the process of convolutional neural networks. In this tutorial we will perform image classification using CNN. So , let’s get started! Image Classification Using CNN Convolutional…

Convolutional Neural Networks

In previous articles we started learning about deep learning. We also learnt artificial neural networks which deals with the neural networks. In this article we are going to learn another part of neural networks that is Convolutional Neural Networks(CNN). Convolutional…

Linear Discriminant Analysis using Python

Hello all, till now, we have learned about pca technique. Now, we will learn about linear discriminant analysis using python. Linear Discriminant Analysis using Python: Suppose there are n independent variables in your dataset. Performing linear discriminant analysis using python…

How do neural networks learn?

We have already learned about neurons and neural networks .┬áNeural networks improve accuracy of predictions, but how do they do it? How do neural networks learn ? How do Neural Networks Learn? The Neuron: We have already seen Each neuron…

Artificial Neural Networks

Hello all, welcome to another tutorial on machine learning. We learned about the role of a neuron in deep learning. In this article, we will understand how artificial neural networks work. Artificial Neural Networks: First of all, let us first…

The Neuron in Deep Learning

In previous article, we got introduced to deep learning and how computers mimic the human brain learning behavior. The neuron is the fundamental part in human brain which can receive some inputs and provide outputs. In this article, we will…

Introduction to Deep Learning

Hello all, till now, we have learned about various machine learning concepts like regression and classification. We applied some regressors and classifiers on test datasets and predicted values for them. However, we did not have much control over accuracy of…

Natural Language Processing Using Python

Welcome to another interesting concept in machine learning. In this article, we will learn how to perform natural language processing using python. Natural Language Processing Using Python: NLP is a concept in machine learning which concerned with interactions between computers…