abdullah-alghamdi / shaban_ds

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Data Positions at SCFHS

Data Visualization Specialist

Thank you for your interest in our Data Visualization Specialist positions. Please create a public tableau profile with a visualization sample using this data. The dataset we picked reflects the kinds of data you will be dealing with at the position. Feel free to include your past work and visualizations in your tableau portfolio as well. Please complete your visualization sample in 72 hours. Fill this form when you are done. If you have any questions, please raise an issue on this repo.

Data Scientist

Thank you for your interest in our Data Scientist positions. Before we have a chat about SCFHS's fit to your career path, let's have a look at what you can do in 72 hours as a Data Scientist.

Question

A friend once told me some in the Muslim community think people tend to die more (often) in the month of Shaban. As a data scientist, what do you think?

Approach

Please make use of (but not limited to) the data by the Medina Municipality

Structure your analysis with the following components:

  1. Refine your objective
  2. Collect the data (save the data in the directory data/)
  3. Data Exploration and Data Cleaning
  4. Modeling
  5. Summarize your results
  6. List any resource you used

You may code in python or R in a jupyter notebook environment.

Submission

There are 3 steps:

  1. To accept this task, clone this repo.
  2. When you are done, push it to your own github repo and make your repo public
  3. Fill this form

Tips

  1. Make sure your notebook is properly rendered before push.
  2. Include a proper .gitignore to reduce clutter in your repo.
  3. This is about showcasing your skills and thinking. Please comment along the way and share your thought process. Commit Often, Perfect Later.
  4. If you have relevant past projects (with code and/or visualization showcases) that you would like to share, feel free to add the repos and/or Tableau public links in the section below.
  5. If you have any questions, please raise an issue on this repo.

Past projects

About


Languages

Language:Jupyter Notebook 100.0%