What are the Residual Sum of Squares (RSS), the Total Sum of Squares (TSS), and R squared?

This video explains what the Residual Sum of Squares (RSS), the Total Sum of Squares (TSS), and R-squared are. Interested viewers may find the following links helpful:
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