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In this video tutorial by Josh Bakamesh on Excel Olympics YouTube channel, he talks about power query joins, which is one of the most powerful features of Power Query. He discusses various join types and demonstrates creating a dashboard using these joins. Using tables derived from HR and system data, he shows how to match up information like hours worked and sick days. By importing the tables into Power Query using "from table range," he sets the stage for creating relationships between the data sets.