Inspection & Testing

First, I’m going to define my inputs, outputs, and weights (the weights will be shared… Read More »A neural network in Theano 

Theano is a Python library that is widely used for deep learning. It allows you… Read More »Theano Technical Understanding

In order to train a neural network using backpropagation, we must use an optimization technique… Read More »Training a neural network with backpropagation 

To get output from a neural network, we need some data to work with. A… Read More »Getting output from a Neural Networks

Artificial neural networks have been increasingly used to solve complex problems in fields such as… Read More »How Neural Networks Learn: An Exploration of Biological Analogies

A neural network is an artificial intelligence system modeled after the structure of the brain.… Read More »What is a neural network?

Logistic regression is a machine learning algorithm used for classification tasks. It is an extension… Read More »Logistic Regression – Introduction to the Algorithm

Logistic regression is one of the most popular techniques used in machine learning for classification.… Read More »Logistic Regression: A Comprehensive Guide to Classification

In data analysis, it’s often useful to group similar words together. Different word inflections can… Read More »Stemming and Lemmatization: What Are They and How to Use Them in Data Analysis

Sentiment Analysis – Understanding and Analyzing Opinions Using Natural Language Processing Sentiment analysis is one… Read More »SENTIMENT ANALYSIS USING NATURAL LANGUAGE PROCESSING