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This lecture covers data wrangling techniques using Hadoop, focusing on concepts like row versus column-oriented databases, popular HDFS storage formats, and the integration between HBase and Hive. Students will learn about Hive tables, HBase architecture, and the differences between HBase and Hive in big data processing.