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Data Science

Lemmatization in Natural Language Processing (NLP) and Machine Learning

Sunny SrinidhiFebruary 26, 2020 2862 Views0

Lemmatization is one of the most common text pre-processing techniques used in Natural Language Processing (NLP) and machine learning in general. If you've already read my post about stemming of word...

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Data Science

Stemming of words in Natural Language Processing, what is it?

Sunny SrinidhiFebruary 19, 2020 1353 Views1

Stemming is one of the most common data pre-processing operations we do in almost all Natural Language Processing (NLP) projects. If you're new to this space, it is possible that you don't exactly kn...

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Data Science

Removing stop words in Java as part of data cleaning in Artificial Intelligence

Sunny SrinidhiFebruary 5, 2020 2448 Views0

More in The fastText Series. Working with text datasets is very common in data science problems. A good example of this is sentiment analysis, where you get social network posts as data sets....

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Data Science

An Intro to Affective Computing

Sunny SrinidhiJanuary 7, 2020 1140 Views0

Not a lot of us have heard of Affective Computing. Most people I have spoken to about this didn't know anything about Affective Computing. So I thought, I'll just write an intro, explaining what I ha...

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Data Science

Optimising a fastText model for better accuracy

Sunny SrinidhiDecember 3, 2019 2357 Views0

More in The fastText Series. In our previous post, we saw what n-grams are and how they are useful. Before that post, we built a simple text classifier using Facebook’s fastText library. In this p...

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Data Science

Understanding Word N-grams and N-gram Probability in Natural Language Processing

Sunny SrinidhiNovember 26, 2019 1612 Views2

More in The fastText Series. N-gram is probably the easiest concept to understand in the whole machine learning space, I guess. An N-gram means a sequence of N words. So for example, “Medium blog”...

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Data Science

An intro to text classification with Facebook’s fastText (Natural Language Processing)

Sunny SrinidhiNovember 25, 2019 1945 Views3

More in The fastText Series. Text classification is a pretty common application of machine learning. In such an application, machine learning is used to categorise a piece of text into two or more...

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Data Science

Data Science vs. Artificial Intelligence vs. Machine Learning vs. Deep Learning

Sunny SrinidhiNovember 18, 2019 1578 Views0

It’s very common these days to come across these terms - data science, artificial intelligence, machine learning, deep learning, neural networks, and much more. But what do these buzzwords actually m...

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Data Science

Top Five Machine Learning courses for beginners on Udemy

Sunny SrinidhiNovember 18, 2019 1170 Views2

Everybody wants to do machine learning these days. Machine learning, data science, artificial intelligence, deep learning, neural network — these have become some of the most used phrases in the tech...

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