Sentiment Analysis Using Twitter Data In Python Part 1 - Using Logistic Regression | NLP скачать в хорошем качестве

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