I cannot find beginner_tutorials

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I assume you are following the tutorials here: Creating a ROS Package

So, either you did not create the package (in which case just follow the tutorials), or, ROS isn't aware of your newly created package.

Try running rospack profile, this will make ROS crawl your path and find any new packages. Then try roscd beginner_tutorials again, and it should find it.