Day 2 Resources (June 14)

• Agenda

• Slides

• Collaborative Notes

• D.School Stoke Deck (Warm-up Activities)

• Machine Learning Curriculum Site and Unit Plan

• Cybersecurity Curriculum Site and Unit Plan 

• Unit Plan Feedback

• Evaluation Survey

Machine Learning

Machine Learning (e.g., how to create and implement "nodes" and "layers") - Chris P 

• Activities introduced at CSinSF PLC

  • • Machine Learning for Kids

      • video

    • More Google AI/Machine Learning Projects for students

    • TED Talk: Nightmare Videos of Children's YouTube (from Xander)

    • Google Quick Draw

    • Teachable Machine Activity

      • Hand Moo

      • Air Guitar

    • Intro Neural Networks Video

    • Moral Machine Website

      • Activity Handout

• • What is offered elsewhere?

    • https://teachinglondoncomputing.org/machine-learning/

Cybersecurity Resources (AP CSP)

• • Khan Academy’s cryptography online course with widgets: https://www.khanacademy.org/computing/computer-science/cryptography

  • HS cybersecurity course (teacher-created): https://derekbabb.github.io/CyberSecurity/

  • AP CS Principles curriculum (currently used in SFUSD and more broadly)

    • Code.org CS Principles Unit 4 L 7-9

    • Beauty and Joy of Computing Unit 4 Lab 3

  • Mobile CSP Unit 6 L 5-9