microsoft · x-neon-nexus-o · Dec 5, 2025 · Dec 5, 2025 · Dec 5, 2025 · Dec 5, 2025
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+# Assignment: Data Science Scenarios
+
+In this first assignment, we ask you to think about some real-life process or problem in different problem domains, and how you can improve it using the Data Science process. Think about the following:
+
+1. Which data can you collect?
+1. How would you collect it?
+1. How would you store the data? How large the data is likely to be?
+1. Which insights you might be able to get from this data? Which decisions we would be able to take based on the data?
+
+Try to think about 3 different problems/processes and describe each of the points above for each problem domain.
+
+Here are some of the problem domains and problems that can get you started thinking:
+
+1. How can you use data to improve education process for children in schools?
+1. How can you use data to control vaccination during the pandemic?
+1. How can you use data to make sure you are being productive at work?
+## Instructions
+
+Fill in the following table (substitute suggested problem domains for your own ones if needed):
+
+| Problem Domain | Problem | Which data to collect | How to store the data | Which insights/decisions we can make | 
+|----------------|---------|-----------------------|-----------------------|--------------------------------------|
+| Education | | | | |
+| Vaccination | | | | |
+| Productivity | | | | |
+
+## Rubric
+
+Exemplary | Adequate | Needs Improvement
+--- | --- | -- |
+One was able to identify reasonable data sources, ways of storing data and possible decisions/insights for all problem domains | Some of the aspects of the solution are not detailed, data storage is not discussed, at least 2 problem domains are described | Only parts of the data solution are described, only one problem domain is considered.
diff --git a/1-Introduction/01-defining-data-science/.ipynb_checkpoints/notebook-checkpoint.ipynb b/1-Introduction/01-defining-data-science/.ipynb_checkpoints/notebook-checkpoint.ipynb
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <title>Document</title>
+  <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1" />
+  <meta name="description" content="Description">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0, minimum-scale=1.0">
+  <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/docsify@4/lib/themes/vue.css">
+</head>
+<body>
+  <div id="app"></div>
+  <script>
+    window.$docsify = {
+      name: '',
+      repo: ''
+    }
+  </script>
+  <!-- Docsify v4 -->
+  <script src="//cdn.jsdelivr.net/npm/docsify@4"></script>
+</body>
+</html>