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Artificial NEURAL NETWORK FROM SCRATCH FOR HANDWRITTEN DIGIT RECOGNITION

May 3 · 30 min read · The goal of this blog post is to demonstrate so far the the neural network is a relatively simple algorithm to understand and show using mathematics and machine learning that it is a universal functio

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VITERBI ALGORITHM FOR PART OF SPEECH TAGGIN

Apr 12 · 23 min read · As we might be aware by now the Viterbi algorithm is one of the most powerful of the machine learning algorithms present in Natural Language Processing, I'm going to demonstrate how it can be used in

Logistic Regression for sentiment analysis

Apr 9 · 13 min read · Logistic Regression is a staple machine learning algorithm for classification, particularly effective when data follows a clear underlying pattern. At its core, it uses gradient descent—an optimizatio

Naïve Bayes Classifier for sentiment Analysis using IDMB movie reviews

Apr 5 · 9 min read · Naive Bayes classification algorithm is a Machine Learning technique gotten from the Bayes Theorem which is a theorem in which what is known as a prior believe about the chance or probability of occur

What I learnt from a Machine Learning Sentiment Analysis Task

Jan 5 · 3 min read · We Know that sentiment analysis has been done with machine learning for a long time and and is always a good place to start studying Natural Language Processing, So I began by building a sentiment analysis classification task with logistic regression...