Audio And Video Processing

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• Metric: In Data Science, a metric is a quantitative measure used to assess the performance of a model or algorithm. Metrics are used to evaluate how well a model is performing in terms of accuracy, precision, recall, F1 score, AUC-ROC, and other pe ... Read More >>
• L1 Regularization: L1 regularization, also known as Lasso regularization, is a technique used in machine learning and statistical models to prevent overfitting and improve the model's generalization performance. It adds a penalty term to the loss function of ... Read More >>
• Independent Component Analysis: Independent Component Analysis (ICA) is a statistical technique used in data science and artificial intelligence to separate a set of mixed signals into their underlying independent components. It is a blind source separation method that as ... Read More >>