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60m

DS/ML
Heart Disease Detection
Master heart disease detection with hands-on SQL, EDA, and ML practice on patient health data.
Interview Details

Engage in a scenario-based simulation that mirrors real-world heart disease detection interviews. Using a structured dataset of patient health records, you’ll tackle challenges spanning SQL, EDA, statistics, and modeling. This 60-minute session is designed to test both your technical expertise and your ability to communicate insights clearly. Each phase builds on the last, providing a realistic flow that sharpens your end-to-end data science skills in healthcare-focused predictive modeling.

What you’ll practice:

  • Work with patient data to clean and prepare features for analysis.
  • Strengthen SQL querying skills on health records for risk factor exploration.
  • Apply EDA and statistics to uncover correlations with heart disease.
  • Design and implement predictive models for disease detection.
  • Interpret medical predictions and communicate results to non-technical stakeholders.
  • Gain experience in healthcare-focused data science interview scenarios.

Engage in a scenario-based simulation that mirrors real-world heart disease detection interviews. Using a structured dataset of patient health records, you’ll tackle challenges spanning SQL, EDA, stat...

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The interviewer simulates a real-world interview an adapts accordingly.

Ask for hints or clarifications if you're stuck.

45 Responses
Coding interface

Built to Simulate the MAANG Experience

Prep for Every Loop

Practice explaining complex technical concepts verbally to build confidence and refine your communication skills.

Detailed Analysis

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Unlock insights that highlight your weaknesses and gives you sample responses.

Instant, Actionable Feedback

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Receive immediate, targeted guidance on solution correctness, complexity, and approach.

Interactive Environment

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Hone your coding logic in an editor and bring your system designs to life with an integrated diagramming workspace.

Tailored to Your Preferences

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Get relevant practice scenarios for your role and experience, whether you're a junior or an engineering manager.