| Activity | Points | Item Type |
|---|---|---|
| What is Data Science? | ||
| 1.1 What is Data Science? | Lesson | |
| 1.1.1 What is Data Science? | 1 | Video |
| 1.1.2 What is Data Science? | 3 | Check for Understanding |
| 1.1.3 What Does a Data Scientist Do? | 1 | Connection |
| 1.1.4 What Does a Data Scientist Do? | 5 | Free Response |
| 1.1.5 Exploring Data I | 1 | Connection |
| 1.1.6 Exploring Data II | 5 | Free Response |
| 1.1.7 Exploring Data III | 1 | Connection |
| 1.1.8 Exploring Data IV | 5 | Free Response |
| 1.1.9 Lookup, Compute, Relate | 5 | Free Response |
| 1.1.10 Statistical Questions | 5 | Free Response |
| 1.2 The Data Science Life Cycle | Lesson | |
| 1.2.1 The Data Life Cycle | 5 | Video |
| 1.2.2 The Data Life Cycle Quiz | 3 | Quiz |
| 1.2.3 What Stage? | 5 | Notes |
| 1.2.4 What Stage Response | 5 | Free Response |
| 1.2.5 Develop a Statistical Question | 5 | Article |
| 1.2.6 Statistical Question and Data Collection Reflection | 5 | Free Response |
| The Data Science Life Cycle | ||
| 2.1 Spreadsheet Basics | Lesson | |
| 2.1.1 Introduction to Spreadsheets | 5 | Notes |
| 2.1.2 Basic Operations Exploration | 5 | Article |
| 2.1.3 Importing Data | 5 | Notes |
| 2.1.4 Importing Data Reflection | 5 | Free Response |
| 2.1.5 Basic Operations Quiz | 3 | Quiz |
| 2.2 Data Cleaning | Lesson | |
| 2.2.1 Data Cleaning | 5 | Video |
| 2.2.2 Cleaning Data Quiz | 3 | Quiz |
| 2.2.3 Health and Wellness Tracking | 5 | Notes |
| 2.2.4 Cleaning A Dataset Reflection | 5 | Free Response |
| 2.3 Sort and Filter | Lesson | |
| 2.3.1 Sorting and Filtering | 5 | Video |
| 2.3.2 Sorting and Filtering Quiz | 3 | Quiz |
| 2.3.3 Influential Women | 5 | Notes |
| 2.3.4 Influential Women Response | 5 | Free Response |
| 2.4 Data Visualizations | Lesson | |
| 2.4.1 Data Visualizations | 5 | Video |
| 2.4.2 Data Visualizations Quiz | 3 | Quiz |
| 2.4.3 Making Accessible Charts | 5 | Connection |
| 2.4.4 Making Accessible Charts Response | 5 | Free Response |
| 2.4.5 Which Visualization is Best? | 5 | Notes |
| 2.4.6 Visualization Reflection | 5 | Free Response |
| 2.5 Pivot Tables | Lesson | |
| 2.5.1 Pivot Tables | 5 | Video |
| 2.5.2 Pivot Tables Quiz | 2 | Quiz |
| 2.5.3 Sneaker Boutique Sales | 5 | Notes |
| 2.5.4 Sneaker Boutique Sales Response | 5 | Free Response |
| 2.6 Statistical Measures | Lesson | |
| 2.6.1 Statistical Measures | 5 | Video |
| 2.6.2 Statistics and Data Science Quiz | 3 | Quiz |
| 2.6.3 Unemployment Rates | 5 | Notes |
| 2.6.4 Unemployment Rates Response | 5 | Free Response |
| Data Ethics | ||
| 3.1 Data Privacy | Lesson | |
| 3.1.1 Data Privacy | 5 | Video |
| 3.1.2 Data Privacy | 3 | Quiz |
| 3.1.3 Too Much Data Privacy? | 5 | Connection |
| 3.1.4 Too Much Data Privacy Response | 5 | Free Response |
| 3.1.5 Example: Anonymizing Library Records | 5 | Notes |
| 3.1.6 Data Anonymization: City Gardening | 5 | Notes |
| 3.1.7 City Gardening Reflection | 5 | Free Response |
| 3.2 Big Data and Bias | Lesson | |
| 3.2.1 Big Data and Bias | 1 | Video |
| 3.2.2 Big Data and Bias | 3 | Check for Understanding |
| 3.2.3 Machine Learning and Human Bias | 1 | Connection |
| 3.2.4 Machine Learning and Human Bias | 5 | Free Response |
| 3.2.5 Cognitive Biases | 1 | Connection |
| 3.2.6 Cognitive Biases | 5 | Free Response |
| 3.3 Responsible Data Science | Lesson | |
| 3.3.1 Responsible Data Science Introduction | 5 | Notes |
| 3.3.2 What is Responsible Data? | 5 | Connection |
| 3.3.3 What is Responsible Data Science Response | 5 | Free Response |
| 3.3.4 Data Biography | 5 | Connection |
| 3.3.5 Data Biography Examples | 5 | Article |
| 3.3.6 Data Biography Response | 5 | Free Response |
| 3.3.7 Responsible Data Science Life Cycle | 5 | Free Response |
| 3.3.8 Responsible Data Science Quiz | 4 | Quiz |
| Data Storytelling | ||
| 4.1 Data Storytelling | Lesson | |
| 4.1.1 Data Storytelling | 1 | Video |
| 4.1.2 Running Analytics Dashboard | 1 | Connection |
| 4.1.3 Is That True? DUIs and the NFL | 1 | Connection |
| 4.1.4 Data Story Reflection | 5 | Free Response |
| 4.1.5 Choosing a Narrative | 1 | Connection |
| 4.1.6 What Story Will You Tell? | 5 | Free Response |
| 4.2 Final Project | Lesson | |
| 4.2.1 Project Introduction | 5 | Notes |
| 4.2.2 Step 1: Ask Questions | 5 | Free Response |
| 4.2.3 Step 2: Consider Data | 5 | Free Response |
| 4.2.4 Step 3: Analyze Data | 5 | Free Response |
| 4.2.5 Step 4: Interpret Data | 5 | Free Response |
| What's Next? | ||
| 5.1 What's Next? | Lesson | |
| 5.1.1 Data Science Pathways | 1 | Notes |
| 5.1.2 Career Pathways | 1 | Connection |
| 5.1.3 Data Science Resources | 1 | Notes |
| 5.1.4 AI Course | 1 | Connection |
| 5.1.5 Clustering and Old Faithful | 1 | Example |
| 5.1.6 Python Course | 1 | Connection |
| 5.1.7 Python Demo | 1 | Example |
| 5.1.8 SQL Course | 1 | Connection |
| 5.1.9 SQL Demo | 1 | Example |
| 5.1.10 My Pathway | 5 | Free Response |
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