Tag: assumption

Time Series Analysis and Forecasting with Machine Learning

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In recent years, machine learning has become increasingly important in data analysis, making it a valuable tool for time series analysis and forecasting. This article will delve into how machine learning can be utilized for time series analysis and forecasting, including the benefits and limitations. Time series analysis provides a method of analyzing and understanding…

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Artificial Intelligence

Sentiment Analysis: Understanding and Analyzing Textual Emotions

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Sentiment analysis, also known as opinion mining, is a technique used to identify and categorize emotions expressed in text. The goal of sentiment analysis is to analyze the opinions being shared in the text and understand the attitude of the writer towards a particular topic or subject. Sentiment analysis can help us to gain insights…

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Artificial Intelligence

K-Nearest Neighbors: Instance-based Learning and Classification

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K-Nearest Neighbors, also known as KNN, is a popular instance-based learning algorithm that is commonly used for classification and regression tasks. It is considered a non-parametric lazy learning algorithm because it does not make assumptions about the underlying data distribution and it does not learn a model from the training data. The basic idea behind…

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Artificial Intelligence