Sentiment Analysis Using Twitter Data In Python Part 1 - Using Logistic Regression | NLP
In this video, which is Part 1 of our Sentiment Analysis Tutorial (2 Parts), we dive into the fundamentals of Sentiment Analysis.
Part 2: • Sentiment Analysis Using Twitter Data In P...
We will guide you through the process of using logistic regression for sentiment classification, covering ⭐essential concepts, ⭐NLP data preprocessing techniques, and ⭐step-by-step implementation.
By the end of this video, you'll have a solid understanding of how to apply logistic regression to analyze and predict sentiment in textual data.
Don't forget to like, comment, and subscribe for more tutorials!
Dataset : https://www.kaggle.com/datasets/kazan...
Code : https://github.com/Deepakdj007/sentim...
⏰Timestamps:
0:00 Introduction
0:19 What is Sentiment Analysis?
0:47 Uses of Sentiment Analysis
1:45 Loading & Checking Dataset
8:12 Data Cleaning
23:21 Tokenization
27:29 POS Tagging & Lemmatization
45:29 TF-IDF Vectorization, Training, Testing & Evaluating
🌟 Connect with Us:
🌐 Connect with Data Science Brain:
https://deepakjosecodes.com/
https://www.instagram.com/datascience...
#nlp #llm #sentimentanalysis #twitter #dataanalysis #machinelearning #artificialintelligence #learndatascience #learnmachinelearning #dsbrain
Sur cette page du site, vous pouvez voir la vidéo en ligne Sentiment Analysis Using Twitter Data In Python Part 1 - Using Logistic Regression | NLP durée heure minute seconde en bonne qualité , qui a été Téléchargé par l'utilisateur Deepak Jose 21 juin 2024, Partagez le lien avec vos amis et connaissances, sur youtube cette vidéo a déjà été regardée 2,241 fois et il a aimé 63 téléspectateurs. Bon visionnage!
