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Text Classification Basics Part 4: Feature Extractions from Text

In this part of the series, we’ll explore how to perform feature extraction from text. We’ll use the SMSSpamCollection dataset, which you…

Oct 1, 2024

Text Classification Basics Part 4: Feature Extractions from Text

Oct 1, 2024

Text Classification Basics Part 3: Text Classification Basics with SciKit-Learn

To begin working with SciKit-Learn, we first need to install the library. You can do this by running the following command in your…

Sep 26, 2024

Sep 26, 2024

Text Classification Basics Part 3: Confusion Matrix

When testing a classification problem, there are two key categories to consider: actual and predicted.

Sep 25, 2024

Text Classification Basics Part 3: Confusion Matrix

Sep 25, 2024

Text Classification Basics Part 2: Model Evaluation

After processing data through a machine learning model, it’s crucial to evaluate its performance using appropriate metrics. The most…

Sep 25, 2024

Sep 25, 2024

Text Classification Basics Part 1: A Glimpse of Machine Learning 🤖

What is Machine Learning?

Sep 18, 2024

Sep 18, 2024

POS & NER Part 4: Assessment

Now you’ve learned about part of speech and name entity recognitions in NLP. It’s time to review everything we have learned in this…

Sep 18, 2024

POS & NER Part 4: Assessment

Sep 18, 2024

POS & NER Part 3: Sentence Segmentation

Now we are going to do sentence segmentation. It’s basically how to divide doc objects into sentences. This post will show you how sentence…

Sep 17, 2024

Sep 17, 2024

POS & NER Part 2: Name Entity Recognition

Today, we’ll explore of of NLP fundamental task, Named Entity Recognition (NER). NER involves identifying and classifying named entities…

Sep 11, 2024

POS & NER Part 2: Name Entity Recognition

Sep 11, 2024

POS & NER Part 1 : Part of Speech Tagging

POS tagging is assigning each word in a sentence its corresponding part-of-speech such as noun, verb, adjective, etc to understand the…

Sep 10, 2024

POS & NER Part 1 : Part of Speech Tagging

Sep 10, 2024

NLP Part 6: Assessment

Congratulations! You have learned basic NLP that covers tokenization, stemming, lemmatization, stop words, and phrase matching &…

Sep 9, 2024

NLP Part 6: Assessment

Sep 9, 2024

Chitra's Playground

Chitra's Playground

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Tech enthusiast with a passion for machine learning & eating chicken. Sharing insights on my learning journey.

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