Guidelines Eligibility: Anyone who has filled out the registration form is eligible to participate in the KTC Aptitude – Data Science Round. Format This round has multiple sections: Quantitative Aptitude & Statistics: 15 questions SQL: 9 questions Machine Learning & Data Science: 5 questions Data Interpretation: 3 questions Logical Reasoning: 3 questions Duration: 60 minutes for the entire test. Participants must attempt the test as a single timed paper (all 35 questions). Process Participants must ensure stable internet connectivity throughout the test. Evaluation: Participants are evaluated on accuracy and speed. All questions are single-correct MCQs; each carries equal marks. Rules Scoring Rules: +3 marks for every correct answer –1 mark for every incorrect answer 0 marks for unattempted questions Tiebreakers, if necessary, will be decided based on the time taken to complete the test. Conduct: Any form of cheating, collusion, or rule violation will result in immediate disqualification. Participants are responsible for ensuring a stable internet connection throughout the test. No re-tests will be offered for connectivity issues.