Download Data from Kaggle to Colab (April-2022)

Downloading data from Kaggle to Google Colab can be pretty hectic. What I faced was that these methodologies change from time to time. Tutorials get outdated in no time, which makes it harder to apply the same techniques as shown in tutorials or blogs and get a positive result. Solving errors due to outdated methods take a huge amount of time. 

Anyway, the following technique is working as of April-2022. Check this out.