First Stage: Machine Learning and Coding Evaluation Duration: 1 hour Components: Elementary LeetCode algorithmic challenge In-depth theoretical Machine Learning interrogation Focus: Blend of practical coding and theoretical ML knowledge Second Stage: Advanced Algorithmic Section Duration: Total 1 hour (30 minutes per problem) Challenge Structure: Two medium-complexity LeetCode algorithmic problems Progressively increasing difficulty Objective: Evaluate advanced problem-solving and computational thinking skills