Text Classification | NLP Lecture 6 | End to End | Average Word2Vec
Channel: CampusX
Date: 2022-01-06

Text classification is a vital aspect of Natural Language Processing (NLP) that involves categorizing text into predefined classes or categories. This task is crucial for various applications, such as spam detection, sentiment analysis, topic categorization, and more. In an NLP lecture on text classification, you'll delve into the techniques, algorithms, and methodologies used to teach machines to automatically classify and understand textual data.

Code - https://github.com/campusx-official/nlp-lec4-text-classification

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✨ Hashtags✨
#TextClassification #NLP #NaturalLanguageProcessing #MachineLearning #DataScience #TextAnalysis #classificationalgorithms 

⌚Time Stamps⌚

00:00 - Intro
1:04 - Plan of Attack
3:34 - What is Text Classification
5:38 - Types of Text Classification
7:34 - Applications
12:36 - The Pipeline
17:56 - Different Approaches
21:32 - Heuristic Approach
23:16 - Using API
27:14 - Using BoW and n-grams
38:58 - Using Tf-Idf
40:44 - Using Word2Vec
48:33 - Practical Advise