In this video, Yared walks viewers through various data transformation techniques using SQL, focusing on data profiling, cleaning, and complex transformations. He highlights the importance of understanding data distribution and how to handle JSON data effectively. He also discusses the creation of silver tables and the significance of defining schemas for efficient data processing.