Text Classification NLP Lecture 6 End to End Average Word2Vec

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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/n... • ============================ • Do you want to learn from me? • Check my affordable mentorship program at : https://learnwith.campusx.in • ============================ • 📱 Grow with us: • CampusX' LinkedIn: / campusx-official • CampusX on Instagram for daily tips: / campusx.official • My LinkedIn: / nitish-singh-03412789 • Discord: / discord • E-mail us at [email protected] • 👍If you find this video helpful, consider giving it a thumbs up and subscribing for more educational videos on data science! • 💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you! • ✨ 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

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