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These techniques span different types of learning and provide powerful tools to solve complex real-world problems. SupervisedLearningSupervisedlearning is one of the most common types of Machine Learning, where the algorithm is trained using labelled data.
Platforms like Azure Data Lake and AWS Lake Formation can facilitate big data and AI processing. Distributed File Systems Distributed file systems (DFSs), like Hadoop HDFS , are essential for storing and managing large amounts of unstructured data that AI systems need for analysis and training models.
Machine Learning: Subset of AI that enables systems to learn from data without being explicitly programmed. SupervisedLearning: Learning from labeled data to make predictions or decisions. Unsupervised Learning: Finding patterns or insights from unlabeled data.
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