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Showing posts from June, 2023

15 Mysterious Topics that even Science couldn't Decode till now!

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Have you ever pondered the enigmatic forces that shape our universe and the intricacies of our existence? As humans, we are naturally drawn to the unknown, seeking to decipher the secrets that lie beyond our current understanding. In this captivating journey of discovery, we delve into fifteen fascinating topics that continue to baffle scientists, philosophers, and explorers alike. From the depths of the cosmos to the inner realms of human consciousness, join us in the discussion of 15 mysterious topics that even Science couldn’t decode till now. 1. Dark Matter and Dark Energy: Illuminating the Shadows In the vast expanse of the universe, dark matter and dark energy cloak themselves in mystery. Despite their immense influence on cosmic structures and the expansion of the universe, these enigmatic entities elude our comprehension. Scientists have proposed that dark matter, a hypothetical form of matter, interacts only through gravity, while dark energy is responsible for the univer...

Sentiment Analysis Project: Document & Showcase

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Introduction: The purpose of our sentiment analysis project is to develop a machine learning model that can accurately classify the sentiment expressed in text data. Sentiment analysis, also known as opinion mining, is a subfield of natural language processing that aims to determine the emotional tone behind a piece of text, whether it is positive, negative, or neutral. Sentiment analysis has various applications, including social media monitoring, customer feedback analysis, brand reputation management, and market research. For this project, we utilized a publicly available dataset of customer reviews from an e-commerce platform. The dataset consists of a collection of customer reviews along with their corresponding sentiment labels (positive or negative). The dataset contains a total of 50,000 reviews, evenly distributed between positive and negative sentiments. Project goal: Developing a sentiment analysis model to classify movie reviews as positive or negative. Scope: Using a da...