In this short, we're unraveling the top three most frequently asked questions in data science interviews. Brace yourself because the last one is bound to surprise you! We begin with a playful analogy, explaining descriptive statistics to a 5-year-old as sorting through a room full of toys to understand them better. Next up, we demystify the disparity between supervised and unsupervised learning, likening the former to having a teacher and the latter to embarking on a treasure hunt. Lastly, we tackle the notorious concept of overfitting, where models cling too tightly to training data, hindering their ability to generalize to new information. Armed with these insights, you'll be equipped to navigate the twists and turns of your data science interview with confidence. So, tune in, absorb these nuggets of wisdom, and embark on your journey to ace that interview and unlock doors to your dream career in the ever-evolving landscape of data science! Don't let these questions catch you off guard—prepare, practice, and propel yourself towards.