Predictive Analytics
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Crypto futures trading can produce serious returns with predictive algorithms
Introduction to Crypto Futures Trading Crypto futures trading is a type of trading that involves buying and selling contracts that speculate on the future price of a cryptocurrency. This type of trading allows traders to profit from price movements without actually owning the underlying asset. Traderie, a popular trade finder platform, has facilitated over 236,474,422… Continue reading
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An AI Crystal Ball? How We Predict Future Outcomes Using a Temporal Fusion Transformer Model
Introduction to Deep Learning Models Deep learning models have revolutionized the field of time series forecasting, offering significant performance improvements over traditional methods. These models are particularly well-suited for handling complex temporal relationships and high-dimensional data. In this section, we will introduce the basics of deep learning models and their applications in time series forecasting.… Continue reading
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Wondering about machine learning in your efforts? Let’s talk the basics about Random Forest and XGBoost.
The business generalist or expert in a specific aspect of business operations might wonder about machine learning and data science. Random Forest and XGBoost are two techniques that are related and commonly used in business predictive modeling. I want to give you some basics for these frequently used techniques so you can be sharp enough… Continue reading
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Managing a Loan Portfolio with Great Analytical Tools
Partnering with Vector ML Analytics, my team transformed our consumer loan portfolio’s financial reporting, emphasizing advanced analytics for precision and efficiency. This collaboration covered data integration and deployment, improving reporting through automation, resulting in speed, accuracy, cost savings, and better decision-making. Our enhanced reporting capabilities now include detailed asset and liability insights, weekly cash flow… Continue reading
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Elevating Data Science with Operations Research Expertise
Introduction Who’s on a quest to develop advanced data science capabilities? One of my analytics team’s strategic expansion brought together diverse talents in statistics, applied math, and engineering. This case study explores the integration of operations research, fostering collaboration and knowledge diversity within analytics. Objective Our primary goal was to blend diverse skill sets, creating… Continue reading