Google Research Blog
The latest news from Research at Google
Joining forces to support computer science majors
Thursday, April 26, 2012
Posted by Maggie Johnson, Director of Education and University Relations
A few weeks ago, I attended the annual
SIGCSE
(Special Interest Group, Computer Science Education) conference in Raleigh, NC. Google has been a platinum sponsor of SIGCSE for many years now, and the conference provides an opportunity for thousands of CS educators to come together, share ideas and work on significant challenges that have emerged over the last five years.
Five years ago, the Advanced Placement Computer Science course and exam almost died. Due to lack of student interest, the B part of the AP CS was discontinued and there was a risk that the A part would also be discontinued. At that time, the number of CS majors at the undergraduate level also hit an all time low. Specifically, the number of students taking the AP CS exam fell 15 % between 2001 and 2007, and the number of college freshmen intending to major in CS plummeted more than 70% during the same period. This was a paradox for CS educators. They knew (and know) that advancing U.S. students' understanding of the principles and practices of computing is critical to developing a globally competitive workforce for the 21st century.
Rather than be defeated, a commission of ten secondary and higher education faculty came together and used this as an opportunity to reinvigorate interest in CS. They re-invented the AP CS into a course that not only introduces students to programming, but also gives them an understanding of the fundamental concepts of computing, its breadth of application and its potential for transforming the world.
The
NSF
generously funded the development and piloting of this new
CS Principles
course two years ago. This academic year, the NSF has funded several high school pilots as well. The pilots have been so successful that the
College Board
has now committed to developing a new state-of-the-art exam for the course. This is a critical accomplishment. The AP CS is the only standardized computing course we have in high school. The high school curriculum is packed—it’s nearly impossible to get any new course from any domain into the curriculum, and the AP CS is our stake in the ground.
Concurrent with the AP CS development, the
ACM
has pushed forward on two fronts that are also making significant impact. The
CSTA
(Computer Science Teachers Association) now has 11,000 members with 2300 College Board-certified to teach the AP CS Part A (which is still being offered). Membership and interest is rising, and this community plays a key role in professional development, CS standards definition (another critical stake in the ground) and scaling of the new AP CS.
In addition, we have the
Computing in the Core Coalition
, which is a non-partisan advocacy group of associations, corporations, scientific societies and other nonprofits that is working to elevate CS to a core academic subject in K-12 education. The Coalition does this through advocacy with government agencies and Congress, and by raising general awareness through
CSEdWeek
.
The good news is we are starting to see positive indicators of change. CS majors are rebounding at the undergraduate level.
The latest Employment Projections for 2010 to 2020 (Bureau of Labor Statistics) show a 6.9% increase in employment from 2006-2010 in computer and mathematical occupations, and a projected 22.0% increase from 2010-2020. This is in comparison to a 14.3% increase, on average, for all other growing occupations.
Students, parents, teachers, administrators and government officials are starting to hear the message:
There is an exponentially growing demand in computing job opportunities
Computing is inherently creative, innovative and team-based
Technology and computing are transforming the world
Of course, we still do not have nearly enough supply coming out of colleges and universities to meet the demand, but the situation has improved in the last two years.
We believe that computing and CS are critical to our future, and we support CS education through many programs including
CS4HS
,
App Inventor
(just re-launched from MIT), our
Exploring Computational Thinking
curriculum, and other
outreach programs
and partnerships. Computing is at the foundation of all things technology, and computer science is at the foundation of computing.
Working with your Data: Easier and More Fun
Thursday, April 12, 2012
Posted by Rebecca Shapley, Fusion Tables Team
The Fusion Tables team has been a little quiet lately, but that’s just because we’ve been working hard on a whole bunch of new stuff that makes it easier to discover, manage and visualize data.
A new way to look at your Fusion Table -
Try the
“Experimental” version
of our Fusion Tables web application. The new design helps you explore and collaborate better on data. Faceted search make it easier to dive into a big data set and specify what you want to see. Multiple tabs let you experiment, trying different views of a table. And the new card layout lets you give a row of data your own custom layout. Give it a spin.
More visualizations on lots of data -
People love using Fusion Tables to put data on a map, but there are new visualizations available in our Experiment menu.Try the Zoomable Line chart. Playing with social network data? Try out the Network Graph visualization.
New Fusion Tables API works great with javascript -
Our new API, currently available to trusted testers, is more powerful and easier to use. The API can now return data in JSON so it’s easy to get data and manipulate it with javascript, right from the browser. You can now also RESTfully modify tables, templates and map styles. Want to try it out early and give your feedback? We’re looking for Trusted Testers... just
join this group
to become one.
New open-source tools library welcomes your contributions -
Fond of
Fusion Tables Layer wizard
? Just recently discovered the
chart creator
? These great point-n-click tools and more for working with Fusion Tables are now available in the
Fusion Tables open source library
. Please contribute your tools and enhancements!
You’ll notice a bunch of our new things are “Experimental”....that’s because we need you to use them and tell us what you love and what could be better. But we didn’t want to keep them secret any longer! On behalf of the Fusion Table team, thanks for all you do with Fusion Tables, and we’re looking forward to hearing your thoughts and feedback.
Labels
accessibility
ACL
ACM
Acoustic Modeling
Adaptive Data Analysis
ads
adsense
adwords
Africa
AI
Algorithms
Android
Android Wear
API
App Engine
App Inventor
April Fools
Art
Audio
Augmented Reality
Australia
Automatic Speech Recognition
Awards
Cantonese
Chemistry
China
Chrome
Cloud Computing
Collaboration
Computational Imaging
Computational Photography
Computer Science
Computer Vision
conference
conferences
Conservation
correlate
Course Builder
crowd-sourcing
CVPR
Data Center
Data Discovery
data science
datasets
Deep Learning
DeepDream
DeepMind
distributed systems
Diversity
Earth Engine
economics
Education
Electronic Commerce and Algorithms
electronics
EMEA
EMNLP
Encryption
entities
Entity Salience
Environment
Europe
Exacycle
Expander
Faculty Institute
Faculty Summit
Flu Trends
Fusion Tables
gamification
Gboard
Gmail
Google Accelerated Science
Google Books
Google Brain
Google Cloud Platform
Google Docs
Google Drive
Google Genomics
Google Maps
Google Photos
Google Play Apps
Google Science Fair
Google Sheets
Google Translate
Google Trips
Google Voice Search
Google+
Government
grants
Graph
Graph Mining
Hardware
HCI
Health
High Dynamic Range Imaging
ICLR
ICML
ICSE
Image Annotation
Image Classification
Image Processing
Inbox
India
Information Retrieval
internationalization
Internet of Things
Interspeech
IPython
Journalism
jsm
jsm2011
K-12
KDD
Keyboard Input
Klingon
Korean
Labs
Linear Optimization
localization
Low-Light Photography
Machine Hearing
Machine Intelligence
Machine Learning
Machine Perception
Machine Translation
Magenta
MapReduce
market algorithms
Market Research
Mixed Reality
ML
MOOC
Moore's Law
Multimodal Learning
NAACL
Natural Language Processing
Natural Language Understanding
Network Management
Networks
Neural Networks
Nexus
Ngram
NIPS
NLP
On-device Learning
open source
operating systems
Optical Character Recognition
optimization
osdi
osdi10
patents
Peer Review
ph.d. fellowship
PhD Fellowship
PhotoScan
Physics
PiLab
Pixel
Policy
Professional Development
Proposals
Public Data Explorer
publication
Publications
Quantum AI
Quantum Computing
renewable energy
Research
Research Awards
resource optimization
Robotics
schema.org
Search
search ads
Security and Privacy
Semantic Models
Semi-supervised Learning
SIGCOMM
SIGMOD
Site Reliability Engineering
Social Networks
Software
Speech
Speech Recognition
statistics
Structured Data
Style Transfer
Supervised Learning
Systems
TensorBoard
TensorFlow
TPU
Translate
trends
TTS
TV
UI
University Relations
UNIX
User Experience
video
Video Analysis
Virtual Reality
Vision Research
Visiting Faculty
Visualization
VLDB
Voice Search
Wiki
wikipedia
WWW
YouTube
Archive
2018
May
Apr
Mar
Feb
Jan
2017
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2016
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2015
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2014
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2013
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2012
Dec
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2011
Dec
Nov
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2010
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2009
Dec
Nov
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2008
Dec
Nov
Oct
Sep
Jul
May
Apr
Mar
Feb
2007
Oct
Sep
Aug
Jul
Jun
Feb
2006
Dec
Nov
Sep
Aug
Jul
Jun
Apr
Mar
Feb
Feed
Google
on
Follow @googleresearch
Give us feedback in our
Product Forums
.