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Predictive Analytics Unlocks the Future of Trading

Predictive analytics is revolutionizing businesses across every industry. Its impact varies, from helping detect fraud before it occurs to helping a small-fry enterprise expand into something larger and optimizing maintenance operations to reduce aircraft downtime. Predictive analytics has traditionally been reserved for data scientists and statistical experts; however, more user-friendly software makes predictive analytics accessible for business users. What is …

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Reinforcement Learning Takes Trading Strategies to New Heights

Stock trading bots that utilize machine learning techniques can increase profits by adapting to market changes quickly. This is achieved using supervised learning algorithms which analyze historical data and detect patterns. Reinforcement learning takes a unique approach by exploring an environment through trial-and-error while receiving immediate feedback in the form of reward signals. How It Works Reinforcement learning is a …

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How Sentiment Analysis Revolutionizes Market Predictions

Sentiment analysis utilizes natural language processing to detect opinions, evaluations, sentiments and emotions in online text. It has many industries and applications such as product development, customer support, crisis management, marketing and public policy policy. Gillette used sentiment analysis to gauge consumer response to its contentious “The Best Men Can Be” campaign, helping it restore brand health after it had …

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