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Predictive analytics is an important tool for organizations to make well-informed decisions about the future. This article looks at seven common and emerging techniques organizations use to generate predictive analytics, as well as five trends to watch over the coming months and years. These techniques include machine learning and AI models, time series data models, regression models, decision trees, clustering models, neural networks, and ensemble models.