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Movie Review Sentiment Analysis Project Part-1 | Sentiment Analysis System using NLP & Deep Learning

Hello and welcome, everyone!

In this project, we're building a Text Sentiment Classifier from scratch. Along the way, you'll learn almost all the foundational concepts of Natural Language Processing (NLP).

We'll start by developing the first version of the model (v1), laying the groundwork with key NLP techniques. Then, in v2, we'll take things a step further—enhancing the model’s capabilities with improved methods.

Finally, we’ll test and compare both versions to understand their strengths and limitations.

In this video, we’ll walk through the project at a high level. In the upcoming videos, we’ll dive deep and build everything step by step.
------------Content of Video-----------------

00:00 - Intro
00:26 - Dataset Overview
01:00 - Project Structure
01:55 - Project Version-1 Overview
06:24 - Project Version-2 Overview
12:39 - Summary of Video

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#SentimentAnalysis #TextSentimentClassifier #NaturalLanguageProcessing #NLPTutorial #MachineLearningProject #NLPProject #SentimentAnalysisPython #TextClassification #DeepLearningNLP #NLPSentimentAnalysis #MachineLearningNLP #NLPFullCourse #BuildSentimentClassifier #NLPWithKeras #TensorFlowNLP #DataScienceProject #AIProjectTutorial #SentimentAnalysisFromScratch #NLPBeginnerProject #PythonMachineLearning
Playlist Link:
https://www.youtube.com/playlist?list=PLvz5lCwTgdXBaSnHOb805tWouratTk3ix

Dataset Link:
https://www.kaggle.com/datasets/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews

Project Resource Link:
https://drive.google.com/drive/folders/1IfCc20vyoqF6w3xvR6TUZQabltw21hN1?usp=sharing

Видео Movie Review Sentiment Analysis Project Part-1 | Sentiment Analysis System using NLP & Deep Learning канала SPOTLESS TECH
sentiment analysis text sentiment classifier natural language processing nlp tutorial machine learning project nlp project for beginners sentiment analysis python text classification deep learning nlp nlp sentiment analysis data science project ai project tutorial nlp beginner project nlp with keras build sentiment classifier
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4 июля 2025 г. 18:08:09
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