Prepare to immerse yourself in a comprehensive evaluation that targets the very core of your data science expertise. In this structured interview experience, you'll engage with a series of meticulously crafted questions designed to mimic real-world data scientist interviews. You'll tackle a variety of tasks spanning data wrangling, exploratory data analysis (EDA), statistics, and machine learning, all within a simulated 60-minute session. Each segment of the interview is seamlessly interconnected, reflecting the logical progression of data science projects, thereby offering you a holistic and intensive preparation journey.

Get ready to sharpen your skills through an array of challenges that span both practical coding exercises and theoretical questions. Throughout the interview, your proficiency in handling data with Python and SQL will be under the spotlight, alongside your ability to derive insights using statistical methods and apply machine learning techniques.

• Develop a deep understanding of data science project stages and typical tasks.
• Hone your Python skills in data wrangling and EDA with practical coding scenarios.
• Enhance your SQL capabilities through real-world data manipulation challenges.
• Practice interpreting statistical data within the context of EDA.
• Review and implement machine learning concepts and models.