How Can I Avoid Doing Linear Regression By Hand?

No one does linear regression (method of least squares) by hand. Instead they utilize some kind of technology. Most commonly, a graphing calculator or Excel is used.

Another option is to use WolframAlpha. This is covered in this FAQ.

Each technique should give the exact same answer provided you input the data correctly.