L ECTURE 1 CS 294-78: Special topics on Technologies for Education and Learning at Large Scale.

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Presentation transcript:

L ECTURE 1 CS : Special topics on Technologies for Education and Learning at Large Scale

Instructors: Prof. Dawn Song (Soda Hall 675) Dr. Elaine Shi  Research scientist in security group and AMPLab Logistics

Logistics  Project submissions  Questions  Request for meetings

Logistics  Join mailing list for announcements

Friday 1pm-3pm, SODA hall 405  Part 1: 1:10pm – 1:50pm  Break: 1:50pm – 2:00pm  Part 2: 2:00pm – 2:30pm  Discussion: 2:30pm – 3:00pm Logistics

Requirements:  Each student should pick a topic to survey and present & lead discussions in class  Each student should do a final project Groups of 1-2 Logistics

Grading: 20% Class participation 20% Scribe notes 20% Survey presentation 40% Project Logistics

I NTRODUCTION

Technology trends Machine learning Data mining Pervasive computing Multi-media technologies Crowd sourcing Social networks

 Traditional in-class education  Home schooling  Distance education  Self-education  What about the future? Forms of education

Discussion: Issues with Traditional Education?

 No personalization or individualization Uniform pace for all students  School and work lack connection?  Revolve around standardized tests?  Cost too high?  Too rigid?  Size of class keeps increasing

C URRENT M OVEMENTS IN E DUCATION

MIT Open Courseware  Started in 2000  Over 1800 courses online  Over 35M individuals in over 200 countries 

Khan Academy 

Stanford ML online class  Fall 2011, Fall 2011,  In video quiz In video quiz   Over 80,000 students enrolled  This semester, 17 courses from Berkeley & Stanford on the same platform

Other Efforts Video lectures:  Intelligent learning:    Mobile learning:  `

A BOUT THIS C OURSE CS : Special topics on Technologies for Education and Learning at Large Scale

Questions  How can education benefit from new technological advances?  How can we best leverage new technologies to enhance the effectiveness and the outreach of our education system, while reducing the cost?  What are the key problems and challenges in achieving such goals?

Questions  What are the structural and societal implications of these disruptive technologies for education?  How will technology change the role of schools and universities in the future?

Topics covered & Schedule  Current online education efforts  Machine learning and education  Programming languages and education  Using social media and crowd sourcing to enable large-scale education  Sensor monitoring technologies for education

Topics covered  Security and evaluation technologies  Game-based learning  Pervasive learning  Platform technologies  Psychology, economics of education and your suggested topics!

Talk Announcement Social Media and Peer Learning: From Mediated Pedagogy to Peeragogy Howard Rheingold Monday, January 23, 5pm 210 South Hall, UC Berkeley