A Summary of My Experience with Kaggle Competitions Over the Last Year

As a data science enthusiast, I have tried many different things to boost my knowledge and experience. And in my opinion, the best way to gain experience in data science (apart from working in the industry) is to do Kaggle competitions. I did face tons of frustration when starting them out hence why I am writing this story. After doing more than 2–3 Kaggle competitions I started noticing a lot of useful patterns that I wish I have noticed much earlier. If you are starting out your first competition, I highly recommend you pay attention to these things since it will save you a lot of time.