Sentiment Analysis Using Twitter Data In Python Part 1 - Using Logistic Regression | NLP @dsbrain

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.

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Dataset : www.kaggle.com/datasets/kazanova/sentiment140
Code : github.com/Deepakdj007/sentiment-analysis

⏰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

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