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Lucas Oliveira

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I am a software engineer researching artificial intelligence applied to education world. I have created this blog to share knowledge about artificial intelligence and natural language processing.

Implementing Glove Model with Pytorch

Hallo leute! Today’s post we will implement the awesome model to learn word embeddings Glove: Global Vectors for Word Representation, using Pytorch. Developed by Stanford, the main idea is to leverage the matrix of word cooccurrences in order to extr...

Implemeting Word2Vec with Pytorch 1.0

We will implement the skipgram model with pytorch. Here is a great resource for understanding the skip gram model. We will divide this post into three parts: Loading and preparing dataset Creating dataset tuples Creating model Training it 1. Loadin...

8 ways you can make money working with AI

The last years have been marked with great AI advancements, especially in machine learning. Larger companies already make use of AI for some time, mainly because they can afford world class scientists to get things done. But as the knowledge begins t...

Sentiment analysis Analysis – Neural Networks

In the next set of topics we will dive into different approachs to solve the hello world problem of the NLP world, the sentiment analysis . Check the other parts: Part1 Part2 Part3 The code for this implementation is at https://github.com/ioluc...

Sentiment Analysis Analysis – Support Vector Machines

In the next set of topics we will dive into different approachs to solve the hello world problem of the NLP world, the sentiment analysis . Sentiment analysis is an area of research that aims to tell if the sentiment of a portion of text is positive...

Sentiment analysis Analysis - Naive Bayes Classifier

In the next set of topics we will dive into different approachs to solve the hello world problem of the NLP world, the sentiment analysis . Sentiment analysis is an area of research that aims to tell if the sentiment of a portion of text is positive...