Understanding Distinctions of Faulty Conclusions and Wrong Conclusions

One of the explanations on the right answer explains that a good habit to make is understanding the difference in conclusions - between faulty and wrong conclusions. Can someone help me understand this? How do I decipher between the two and why does it matter?