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Heart Disease Detection

Apply your data science skills to a real-world challenge in our Heart Disease Detection Interview. The mock interview will test your abilities in data wrangling, SQL, EDA, and machine learning.

Interview Details

Step into the role of a data scientist in our Heart Disease Detection Interview, a hands-on, scenario-based mock interview. You'll work through a complete data science project, from cleaning and querying data to building a predictive model and communicating your findings.

Guided by our interviewer, Edward, you will analyze a synthetic dataset to uncover insights and build a model to predict heart disease. This interview is designed to reflect the practical challenges and multi-faceted nature of real-world data science roles.

The primary goals of this interview are to:

  • Integrate your skills across the entire data science lifecycle.
  • Apply your SQL and data wrangling knowledge to a practical dataset.
  • Demonstrate your ability to perform insightful exploratory data analysis.
  • Evaluate and implement machine learning models for a classification task.
  • Practice communicating complex data insights to a non-technical audience.

Step into the role of a data scientist in our Heart Disease Detection Interview, a hands-on, scenario-based mock interview. You'll work through a complete data science project, from cleaning and q...

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Interview Guidelines

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

Ask for hints or clarifications if you're stuck.

What to expect

45 Responses
Coding interface

Built to Simulate the MAANG Experience

Prep for Every Loop

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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.