You really need to fix the one at 1:48. Do this to set up what you had there: R U' R' U' R U R' U.
You have a corner/edge pair on the top layer. They're together, but not already a finished F2L pair so you can't just insert them. So, you need to separate them in such a way that they become an insertion case. First, do a U' to position it properly relative to an empty slot (last pair, so you only have the one free slot). Then, make use of that slot by hiding the corner and repositioning the edge, then bringing the corner back up: R U' R'. Now it's an insertion case, so just do a U to line it up and R U R' to insert it.
That's the intuitive way to learn it, but take it an extra step and get used repositioning the edge in using the most convenient empty slot. The simplest example is.. do this setup: R U' R' U' R U R' U2 L U R U R' U2 L'. Notice that the pair is now front left, "facing" you. Instead of solving it with a U2 then the previous "alg" (So, U2 R U' R' U R U R'), you can just use the back left free slot to do: L U' L' U' R U R'.