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Data Science for Educators
Welcome to DSFE
Welcome & Teachable Troubleshooting (2:21)
Meet your facilitator: Cassie Smith, Director of Digital Learning at mindSpark Learning (0:44)
Day 1: Define Goals - What question do I want to answer using data science?
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?
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?
Day 3 Introduction
Lesson 1: So Then, ReFrame! (8:41)
Lesson 2: Finding the Right Data (9:34)
Lesson 3: Start Combining Data Sets (10:13)
Lesson 4: Street Data (12:31)
Lesson 5: SME - Andrew Fox, Director of Impact at mindSpark Learning (7:59)
Day 3 Homework (0:59)
Day 3 Feedback
Day 4: Connect Data - What data can I connect to create a clear picture?
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?
Day 5 Introduction
Lesson 1: A Good Investment (11:46)
Lesson 2: FOMO (8:38)
Lesson 3: Data Cleansing Practices (13:16)
Lesson 4: Cleanse Your Data (10:19)
Lesson 5: SME - Vanessa Diaz & David McCandless (via TED) (9:17)
Day 5 Homework (0:44)
Day 5 Feedback
Day 6: Prep for Analysis - What patterns are starting to emerge?
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?
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?
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
Lesson 5: SME - Ashford Duffy, Director of Education Opportunity at mindSpark Learning
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