Course Curriculum
Welcome to DSFE
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Day 1: Define Goals - What question do I want to answer using data science?
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- Day 1 Introduction
- Lesson 1: Draw Toast (10:44)
- Lesson 2: Brain to Storm (15:30)
- Lesson 3: 5 Whys + Driving Question (+Graphic organizer) (15:25)
- Lesson 4: Toast + Driving Question (13:12)
- Lesson 5: SME - Ashford Duffy, Director of Education Opportunity at mindSpark Learning (8:50)
- Day 1 Homework (1:51)
- Day 1 Feedback
Day 2: Bias in Data - What biases do I hold that could affect the data?
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- Day 2 Introduction
- Lesson 1: False Memories (4:20)
- Lesson 2: Bias in Education (17:42)
- Lesson 3: Bias in Data Collection (18:54)
- Lesson 4: Identity Circles (12:27)
- Lesson 5: SMEs - Victoria James & Daisy Martinez, Directors of Professional Learning at mindSpark Learning (8:43)
- Day 2 Homework (0:45)
- Day 2 Feedback
Day 3: Identify Data - Do I have the data I need to answer my question?
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Day 4: Connect Data - What data can I connect to create a clear picture?
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- Day 4 Introduction
- Lesson 1: Storytelling (9:21)
- Lesson 2: Communication Data (6:58)
- Lesson 3: People Groups & Entity Relationship Diagrams (12:19)
- Lesson 4: Create your ERD (11:48)
- Lesson 5: SME - Vanessa Diaz, Senior Director Marketing Automation at Transamerica (6:02)
- Day 4 Homework (2:01)
- Day 4 Feedback
Day 5: Cleanse Data - How do I make my data usable?
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Day 6: Prep for Analysis - What patterns are starting to emerge?
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- Day 6 Introduction
- Lesson 1: Spot a Bad Statistic (11:25)
- Lesson 2: Margin of Error (15:42)
- Lesson 3: Reading a Story in Every Sentence (13:10)
- Lesson 4: Create Your Flat File (10:39)
- Lesson 5: SME - Vanessa Diaz, Senior Director Marketing Automation at Transamerica (2:42)
- Day 6 Homework (0:59)
- Day 6 Feedback
Day 7: Data Visualization - What new information are you able to see?
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- Day 7 Introduction
- Lesson 1: Cognitive Reappraisal (9:21)
- Lesson 2: Misleading Graphs (9:31)
- Lesson 3: Data Viz & Google Sheets (18:03)
- Lesson 4: Create Your Visualizations (10:30)
- Lesson 5: SME - Justin Goldman, Director of Athletic Partnerships at mSL Capita (8:00)
- Day 7 Homework (0:58)
- Day 7 Feedback
Day 8: Data Storytelling - How can your results influence change?
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days
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- Day 8 Introduction
- Lesson 1: Ice Cream and Shark Attacks (3:08)
- Lesson 2: Storytelling Tips (15:42)
- Lesson 3: Tell Your Data Story (9:51)
- Lesson 4: Build Your Story on a Single Slide (10:30)
- Lesson 5: SMEs - Kaitlin Tabar & Drake Zimmerman, Marketing Team at mindSpark Learning (8:14)
- Day 8 Next Steps (2:28)
- DSFE Course Evaluation