With signal processing for machine learning at the forefront, this concept opens a window to a vast array of applications where digital signals are transformed, analyzed, and optimized to improve the performance of machine learning models. Signal processing techniques like filtering, feature extraction, and noise reduction are critical in data preprocessing for machine learning models, … Read more
Kicking off with machine learning time series, this field combines machine learning and time series analysis to predict future events. By leveraging historical data, machine learning algorithms can identify patterns and trends, enabling accurate predictions and informed decision-making. The applications of machine learning time series are vast and varied, ranging from stock market predictions to … Read more
Machine Learning in Econ GATECH brings together the world of artificial intelligence and economics to unlock new insights and applications in data-driven decision making. At GATECH, researchers and students are advancing the field of machine learning to provide innovative solutions to complex economic challenges, from predicting economic outcomes to optimizing business decisions. The Department of … Read more
