How Machine Learning is Helping Businesses Combat Cyber Threats

As cyber threats become more complex, Machine Learning (ML) is crucial in modern cybersecurity. ML, a subset of AI, enables computers to learn from data and make predictions without explicit programming. Deep Learning, within ML, excels at tasks with unstructured data. ML involves supervised, unsupervised, and reinforcement learning. The iterative ML process includes problem definition, data gathering, exploration, preprocessing, model creation, evaluation, and deployment. Feature engineering transforms data for ML algorithms by creating relevant numerical attributes. Decision Trees and Ensemble …

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