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• Your story: Talk to us about your family, organizations, school, community, town, your city. How did this world influence your dreams and aspirations?
• What you do for fun? We know that you lead a busy life, full of activities, many of which are required of you. Tell us something you're doing just for the enjoyment of it.
• The most difficult challenge: Tell us about the biggest challenge you've faced in your organizations, school, or in your social life, and how did you manage the situation?
• Top three qualities: What are the top three qualities you look for in a job?
• What is your availability? (Potential start date)
• Read the following interesting article by Vincent Warmerdam and answer the following.The article link: https://koaning.io/posts/high-on-probability-low-on-certainty/What is the main problem this article discusses?Describe in 2-3 sentences.
• The article describes a solution that uses a Gaussian... Mixture Model. If someone were to write an algorithm that solves this problem (without necessarily using Gaussian Mixture Models), what requirements must the solution have?Describe in 4-5 sentences.
• Help us troubleshoot!Our data scientist has not been sleeping well and has made a mistake in the following code. Can you help them identify what it is?https://mozn.sa/uploads/images/ds_troubleshoot_1.png
• Our data scientist is exploring some new data for a binary classification task, and they created a Logistic Regression model. They ran their model and it scored high on accuracy.https://mozn.sa/uploads/images/ds_troubleshoot_2.pngAlthough the model’s accuracy during development was high, the model didn’t perform well in real life, which made the data scientists think there is something wrong with the training process. Can you help them identify what that is?
• Coding QuestionTable 1: Employees-id-name-salaryTable 2: Projects-employee_id-project_id-start_date-end_dateWrite a python script that uses pandas to find the 3 lowest-paid employees who have done at least 10 projects.You can use this collab notebook to generate the data and experiment with the code.https://colab.research.google.com/drive/1VtnpbYDC7LlkwfjtJ6Ju6fmYLzhPnFmJ?usp=sharingCopy your solution below:
• Show us your work.This can be a link to a GitHub account, a paper, a project — anything you're excited to share
Riyadh Saudi Arabia

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