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darkbird18 Wharry

  Home of Gibson Research Corporation  Internet Security Tools.url - 2 views

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    Your use of the Internet security vulnerability profiling services on this site constitutes your FORMAL PERMISSION for us to conduct these tests and requests our transmission of Internet packets to your computer. ShieldsUP!! benignly probes the target computer at your location. Since these probings must travel from our server to your computer, you should be certain to have administrative right-of-way to conduct probative protocol tests through any and all equipment located between your computer and the Internet
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    Your use of the Internet security vulnerability profiling services on this site constitutes your FORMAL PERMISSION for us to conduct these tests and requests our transmission of Internet packets to your computer. ShieldsUP!! benignly probes the target computer at your location. Since these probings must travel from our server to your computer, you should be certain to have administrative right-of-way to conduct probative protocol tests through any and all equipment located between your computer and the Internet
Vicki Davis

How Code.org is extending computer science beyond 'the lucky few' | VentureBeat - 6 views

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    Great article about the importance of Computer Science. This is one of those that superintendents and principals should email their curriculum directors, school board members and PTO's to support and encourage this kind of education. "This is not about helping the tech industry. It's about the tech industry helping the rest of America. Today, 67 percent of software jobs are outside the tech industry. If hiring computer programmers is challenging for Silicon Valley, it's an even greater challenge for every other industry in America. Tech jobs aside, teaching kids basic computer science is valuable no matter what career path they might choose. Every child can benefit from a strong foundation in problem-solving. As software is taking over the world, a rudimentary grasp of how it works is critical for every future lawyer, doctor, journalist, politician and more. American schools are struggling to teach basic math and English, and skeptics may worry that we can't afford to teach anything else. We'd argue that computer science is part of the solution: it motivates kids to learn other subjects. If a school can afford to teach biology, history, chemistry and foreign languages, it should teach computer science too."
Ruth Howard

High Scalability - High Scalability - The Amazing Collective Compute Power of... - 4 views

  • Earlier we talked about how a single botnet could harness more compute power than our largest super computers. Well, that's just the start of it. The amount of computer power available to the Ambient Cloud will be truly astounding.
  • By 2014 one estimate is there will be 2 billion PCs. That's a giant reservoir of power to exploit, especially considering these new boxes are stuffed with multiple powerful processors and gigabytes of memory. 7 Billion Smartphones By now it's common wisdom smartphones are the computing platform of the future. It's plausible to assume the total number of mobile phones in use will roughly equal the number of people on earth. That's 7 billion smartphones. Smartphones aren't just tiny little wannabe computers anymore either. They are real computers and are getting more capable all the time.
  • One Google exec estimates that in 12 years an iPod will be able to store all the video ever produced.
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  • But all the compute power in the world is of little use if the cores can't talk to each other.
  • Inductive chargers will also make it easier to continually charge devices. Nokia is working on wireless charging. And devices will start harvesting energy from the surroundings. So it looks like the revolution will be fully powered.
  • . Literally billions of dollars are being invested into developing a giant sensor grids to manage power. Other grids will be set up for water, climate, pollution, terrorist attacks, traffic, and virtually everything else you can think to measure and control.
  • . Others predict the smart grid could be 1,000 times larger than the Internet.
  • Clearly this technology has obvious health and medical uses, and it may also figure into consumer and personal entertainment.
  • What if instead smartphones become the cloud?
  • In the future compute capacity will be everywhere. This is one of the amazing gifts of computer technology and also why virtualization has become such a hot datacenter trend.
  • It's out of that collective capacity that an Ambient Cloud can be formed, like a galaxy is formed from interstellar dust. We need to find a more systematic way of putting it to good use.
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    digital citizenship headed for the clouds...
Vicki Davis

Computer Science Teachers Association - CSTA Research - 1 views

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    The new Computer Science survey is out from US high schools - the findings do not bode well for computer science: "the number of schools offering Advanced Placement Computer Science (AP CS) has declined significantly in the last six years. In 2005, 40 percent of respondents indicated AP CS was offered at their school. This number decreased to 32 percent in 2007 and to 27 percent in the 2009 survey. AP CS is in many cases the most rigorous course offered by schools. " I wonder how many programs are introducing programming concepts at other levels or using something like Scratch. Should Computer science just be defined as AP computer science?
Vicki Davis

A Week For Computer Science Education: US designates Dec 7 as computer Sci education week - 0 views

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    Computer Science Education week in the USA is going to be December 7th - Microsoft Blogger Alfred Thompson (and in my humble opinion one of the definitive leaders in advocating computer science education) has shared a blog post about this. If you teach computer science or touch on it, consider planning some things.
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    Computer Science Education week
Vicki Davis

CSTA National Secondary School Comparison of 2007 and 2005 Results - 0 views

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    Current comparisons of computer science and introductory computer science courses from the Computer Science teachers Association. I find it interesting that only 33% of schools require such a course and that the #2 choice for professional development for Computer Science teachers is now online networking.
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    Interesting results comparing the last two years of computer science teachers association surveys.
Martin Burrett

@Digicoled's Digest - Computing, for all? - 2 views

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    "Evidence gathered from The Royal Society showed that "pedagogies for computing in schools remain less developed than those for other subjects", and that "the provision of the subject at GCSE was sporadic". Recommendations from the report suggest a push to realise the ambition of recent curriculum and qualifications reforms, to improve gender balance in computing, and ensure there is a strong supply of computing teachers entering the profession."
Vicki Davis

Why Don't We Make Learning A Computer Language A Requirement In High School? - 1 views

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    Languages are important. We teach them to children. But we ignore computer programming languages - perhaps some of the most important fluencies anyone can acquire. Instead, we black box them and hope they MIGHT look at doing this in college, when in fact, many of the best jobs and opportunities lie in languages: both "foreign" languages and computer languages. Thought provoking blog post about a conversation: "Many interesting and stimulating things were said, but one I remember was from Peter Pham over dinner. It was a simple line, "why do we teach languages in junior high and high school but not a computer language?" that had profound meaning to me."
Ed Webb

Peru's ambitious laptop program gets mixed grades - Yahoo! News - 0 views

  • what we did was deliver the computers without preparing the teachers
  • the missteps may have actually widened the gap between children able to benefit from the computers and those ill-equipped to do so
  • Inter-American Development Bank researchers were less polite."There is little solid evidence regarding the effectiveness of this program," they said in a study sharply critical of the overall OLPC initiative that was based on a 15-month study at 319 schools in small, rural Peruvian communities that got laptops."The magical thinking that mere technology is enough to spur change, to improve learning, is what this study categorically disproves," co-author Eugenio Severin of Chile told The Associated Press
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  • OLPC laptops, which are rugged and energy efficient and run an open-source variant of the Linux operating system, are in Ethiopia, Rwanda, Mongolia and Haiti, and even in the United States and Australia. Uruguay, a compact South American nation of 3.5 million people, is the only country that has fully embraced the concept and given every elementary school child and teacher an XO laptop
  • no increased math or language skills, no improvement in classroom instruction quality, no boost in time spent on homework, no improvement in reading habits
  • On the positive side, the "dramatic increase in access to computers" accelerated by about six months students' abstract reasoning, verbal fluency and speed in processing information
  • "We knew from the start that it wouldn't be possible to improve the teachers," he said, citing a 2007 census of 180,000 Peruvian teachers that showed more than 90 percent lacked basic math skills while three in five could not read above sixth-grade level.
  • Each teacher was supposed to get 40 hours of OLPC training. That hardly helped in schools where teachers had never so much as booted up a computer. In Patzer's experience "most of them barely knew how to interact with the computers at all."
  • In the higher grades, Martinez said, children's use of the machines is mostly social
  • "For them, the laptop is more for playing than for learning,"
  • Negroponte thinks the main goal of technology educators should be simply getting computers into poor kids' hands.His proposal last year to parachute tablet computers from helicopters, limiting the involvement of adults and "educators," caused some colleagues to wince. But Negroponte is dead serious, and has begun a pilot project in two Ethiopian villages to test whether tablets alone, loaded with the right software, can teach children to read.
  • The OLPC team always considered Internet connectivity part of the recipe for success. They also insisted that each child be given a laptop and be permitted to take it home.Uruguay, a small, flat country with a far higher standard of living and ubiquitous Internet, has honored those requirementsPeru did not
  • Some schools didn't have enough electricity to power the machines.And then there was the Internet. Less than 1 percent of the schools studied had it.
David Warlick

Idaho Teachers Fight a Reliance on Computers - NYTimes.com - 8 views

  • The idea was to establish Idaho’s schools as a high-tech vanguard.
    • David Warlick
       
      I'm not sure what this means, "High-tech Vangard," though I guess I understand why a state would want to make up a term like this and use it to label what they are trying to do.  
  • To help pay for these programs, the state may have to shift tens of millions of dollars away from salaries for teachers and administrators.
    • David Warlick
       
      To me, the salient question is, "Are teachers and administrators less important than technology?"  If they're not, then you find some other way to pay for the tech.
  • And the plan envisions a fundamental change in the role of teachers, making them less a lecturer at the front of the room and more of a guide helping students through lessons delivered on computers.
    • David Warlick
       
      OK, several comments here. 1. I have no problem with "less a lecturer."  However, I do not advocate the elimination of lecture.  It is one of many methods for teacher and learning. 2. The implication of the last part of the sentence is that the computer is becoming the/a teacher, delivering instruction.  I do not agree with this characterization of technology.  It is a tool for helping students learn, not for teaching them (with some exceptions).  It extends the learners access to knowledge and skills...
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  • And some say they are opposed to shifting money to online classes and other teaching methods whose benefits remain unproved.
    • David Warlick
       
      My question here is, "Why are the requiring online classes?"  If it is part of the "high-tech vangard" thing, then I don't really understand.  If it is because they believe that it is more effective for learning, well, that's a complex issue that depends on so many things that have NOTHING to do with the state's legislature.  If it is because students will be taking online courses in their future, and then need to learn to take online courses while in high school, then I can support that.  I do not believe that it is appropriate to compare online courses to face-to-face courses.  Fact is, sometime online is the only way you can access the knowledge/skills that you need.  We need to be comfortable with that.  But it has little to do with technology.  It's learning!
  • improve student learning.
    • David Warlick
       
      This is a phrase that irks me.  I think that we should be using contemporary information and communication technologies for teaching and learning, because our prevailing information environment is networked, digital, and info-abundant.  We should be using tech to make learning more relevant to our time...
  • “I fought for my country,” she said. “Now I’m fighting for my kids.” Gov. C. L. Otter, known as Butch, and Tom Luna, the schools superintendent, who have championed the plan, said teachers had been misled by their union into believing the changes were a step toward replacing them with computers. Mr. Luna said the teachers’ anger was intensified by other legislation, also passed last spring, that eliminated protections for teachers with seniority and replaced it with a pay-for-performance system. Some teachers have also expressed concern that teaching positions could be eliminated and their raises reduced to help offset the cost of the technology. Mr. Luna acknowledged that many teachers in the state were conservative Republicans like him — making Idaho’s politics less black and white than in states like Wisconsin and New Jersey, where union-backed teachers have been at odds with politicians.
  • The teacher does become the guide and the coach and the educator in the room helping students to move at their own pace.
    • David Warlick
       
      This is so far off the mark that I do not know where to begin.  OK, here's what I would say.  "Our children live in a time of rapid change.  Therefore, they must become resourceful and relentless learners.  Being a teacher in such classrooms requires an expanding array of skills and activities, among them, being resourceful and relentless learners in front of their students -- adapting to today's prevailing information environment and the information and communication technologies that work it."  Probably need to find a simpler way to express this.
  • The plan requires high school students to take online courses for two of their 47 graduation credits
    • David Warlick
       
      Again, why?
  • Mr. Luna said this would allow students to take subjects that were not otherwise available at their schools and familiarize them with learning online, something he said was increasingly common in college
    • David Warlick
       
      I agree with this.  It's a good reason to require Online courses, to learn to take them, and to be expected to take some course that is so esoteric that it's not offered locally.
  • becomes the textbook for every class, the research device, the advanced math calculator, the word processor and the portal to a world of information.
    • David Warlick
       
      I am not in disagreement with this statement.  I'd be no less disagreeable with omission to textbook.
  • Teachers are resisting, saying that they prefer to employ technology as it suits their own teaching methods and styles. Some feel they are judged on how much they make use of technology, regardless of whether it improves learning. Some teachers in the Los Angeles public schools, for example, complain that the form that supervisors use to evaluate teachers has a check box on whether they use technology, suggesting that they must use it for its own sake.
    • David Warlick
       
      We get so hung up on "technology."  It's the information that's changed.  There should be a check box that says, in what ways is the lesson including networked, digital, and abundant information?
  • That is a concern shared by Ms. Rosenbaum, who teaches at Post Falls High School in this town in northern Idaho, near Coeur d’Alene. Rather than relying on technology, she seeks to engage students with questions — the Socratic method — as she did recently as she was taking her sophomore English class through “The Book Thief,” a novel about a family in Germany that hides a Jewish girl during World War II.
    • David Warlick
       
      This is a wonderful method for teaching and timeless.  However, if the students are also backchanneling the conversation, then more of them are participating, sharing, agreeing and disagreeing, and the conversation has to potential to extend beyond the sounding of the bell.  I'm not saying, this is a way of integrating technology, I'm saying that networked collaboration is a relevant way for students to be learning and will continue to learn after school is over.
  • Her room mostly lacks high-tech amenities. Homework assignments are handwritten on whiteboards. Students write journal entries in spiral notebooks. On the walls are two American flags and posters paying tribute to the Marines, and on the ceiling a panel painted by a student thanks Ms. Rosenbaum for her service
    • David Warlick
       
      When I read this, I see a relic of classrooms of the past, that is ignoring today's prevailing information landscape.
  • Ms. Rosenbaum did use a computer and projector to show a YouTube video of the devastation caused by bombing in World War II. She said that while technology had a role to play, her method of teaching was timeless. “I’m teaching them to think deeply, to think. A computer can’t do that.”
    • David Warlick
       
      Yes, she's helping them to think deeply, but how much more deeply would the be thinking if she asked her students to work in teams and find videos on YouTube that portray some aspect of the book, critique and defend their selections.
  • She is taking some classes online as she works toward her master’s degree, and said they left her uninspired and less informed than in-person classes.
    • David Warlick
       
      Again, it is not useful to compare online course to f2f.  They're different, and people need to learn to work within them.
  • The group will also organize training for teachers. Ms. Cook said she did worry about how teachers would be trained when some already work long hours and take second jobs to make ends meet
    • David Warlick
       
      I look forward to learning how they will accomplish this.
  • For his part, Governor Otter said that putting technology into students’ hands was the only way to prepare them for the work force. Giving them easy access to a wealth of facts and resources online allows them to develop critical thinking skills, he said, which is what employers want the most.
    • David Warlick
       
      It disturbs me that policies may be coming out of an environment where the conversation probably has to be factored down to such simplistic statements.  Education is complex, it's personal, and it is critical -- and it's not just about what employers want!
  • “There may be a lot of misinformation,” he said, “but that information, whether right or wrong, will generate critical thinking for them as they find the truth.”
    • David Warlick
       
      Bingo!
  • If she only has an abacus in her classroom, she’s missing the boat.
    • David Warlick
       
      And doing a disservice to Idaho's children!
  • Last year at Post Falls High School, 600 students — about half of the school — staged a lunchtime walkout to protest the new rules. Some carried signs that read: “We need teachers, not computers.” Having a new laptop “is not my favorite idea,” said Sam Hunts, a sophomore in Ms. Rosenbaum’s English class who has a blond mohawk. “I’d rather learn from a teacher.”
    • David Warlick
       
      What can't we get past "Us vs Them."  Because it gets people elected.
elizee smith

Computer service Boston - 5 views

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    We offer full On-Site Computer Repair for those computer repair problems that require a technician at your place of business or home. We will come to you and fit all of your computer and network problems.
Anne Bubnic

Play It Safe: Hackers use the back door to get into your computer; a strong, well-chose... - 0 views

  • For the home user, however, password safety requires more than on-the-fly thinking. Pacheco suggests a system built around a main word for all instances. The distinction is that the name of the site is added somewhere. For example, if the main word is "eggplant," the password might be "eggyyplant" Yahoo, "eggplantgg" for Google or "wleggplant" for Windows Live. He suggests listing the variations in an Excel spreadsheet.
  • Password security is a big deal, and if you don't think it is, then someone might be hacking into your computer even as you read this. A strong password isn't foolproof, but it proves that you're no fool. And it might protect you from compromised data, a broken computer or identity theft. Your bank account, your personal e-mails and lots of other stuff are at risk with weak passwords.
  • "A good password is the most important part of Internet security," said Robert Pacheco, the owner of Computer Techs of San Antonio. "It's the beginning and end of the issue. You can't stop it (hacking). You do what you can do to prevent it. You just try to stop most of it." A strong firewall, as well as spyware -- and virus-detection software -- protect a computer's so-called "back door," Pacheco said, where a hacker can gain access through various cyber threats. Those threats include infected e-mail attachments; phishing Web pages that exploit browser flaws; downloaded songs or pictures with hidden trojans; or plain ol' poking-and-prodding of a computer's shields. But passwords protect information from a frontal assault by way of the computer's keyboard.
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  • Other people use easy-to-remember passwords. Trouble is, Rogers said, they're easy-to-guess passwords, too. Good examples of bad passwords are your name, your family's names, your pet's name, the name of your favorite team, your favorite athlete or your favorite anything. Get to know the person -- a technique that geeks refer to as "social engineering" -- and the password is easy to guess. There are message-board stalkers who can guess passwords in a half-dozen tries. Hackers rely on a lot of methods. Some, Rogers said, employ "shoulder surfing." That means what it sounds like -- looking over someone's shoulder as that person is typing in a password.
  • Other people use easy-to-remember passwords. Trouble is, Rogers said, they're easy-to-guess passwords, too. Good examples of bad passwords are your name, your family's names, your pet's name, the name of your favorite team, your favorite athlete or your favorite anything
  • The type of hardware being used can be a clue, said Rogers, a senior technical staffer in the CERT Program, a Web security research center in Carnegie-Mellon University's software engineering institute. It's easy to find a default password, typically in the user's manual on a manufacturer's Web site. If the user hasn't changed the default, that's an easy break-in.
  • Hackers rely on a lot of methods. Some, Rogers said, employ "shoulder surfing." That means what it sounds like -- looking over someone's shoulder as that person is typing in a password
  • Most of the password hacking activity these days goes on at homes, in school or in public settings. These days, many workplaces mandate how a password is picked.
  • The idea is to choose a password that contains at least one uppercase letter, one numeral and at least eight total characters. Symbols are good to throw in the mix, too. Many companies also require that passwords be changed regularly and that pieces of older ones can't be re-used for months. And user names cannot be part of the password. Examples: Eggplant99, 99eggpLanT, --eggp--99Lant. For the next quarter, the password might change to variations on "strawberry.
  • The idea is to choose a password that contains at least one uppercase letter, one numeral and at least eight total characters. Symbols are good to throw in the mix, too. Many companies also require that passwords be changed regularly and that pieces of older ones can't be re-used for months. And user names cannot be part of the password. Examples: Eggplant99, 99eggpLanT, --eggp--99Lant. For the next quarter, the password might change to variations on "strawberry."
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    Password security is a big deal, and if you don't think it is, then someone might be hacking into your computer even as you read this. A strong password isn't foolproof, but it proves that you're no fool. And it might protect you from compromised data, a broken computer or identity theft. Your bank account, your personal e-mails and lots of other stuff are at risk with weak passwords.
Clif Mims

VideoSurf Video Search Engine - 0 views

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    VideoSurf has created a better way for users to search, discover and watch online videos. Using a unique combination of new computer vision and fast computation methods, VideoSurf has taught computers to "see" inside videos to find content in a fast, efficient, and scalable way. Basing its search on visual identification, rather than text only, VideoSurf's computer vision video search engine provides more relevant results and a better experience to let users find and discover the videos they really want to watch.
Vicki Davis

NCWIT : Our Work : Awards : Aspirations in Computing - 0 views

  • Sponsored by Bank of America, the NCWIT Award for Aspirations in Computing recognizes young women at the high-school level for their computing-related achievements and interests. By generating visibility for these young women in their local communities, the NCWIT Award for Aspirations in Computing encourages their continued interest in computing, attracts the attention and support of educational and corporate institutions, and emphasizes at a personal level the importance of women's participation.
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    Scholarship opportunity for ghigh school women who want to go into computing.
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    Contest for high school women who want to go into computing. Great contest -- juniros and seniors during 2007-2008 sernio years but must be greater metropolitan Atl, Boston, Charlotte, Chicago, Dallas, or NYC. Best of luck.
yc c

Wolfram Demonstrations Project - 0 views

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    Offers interactive demonstrations of anything that can be modeled mathematically - bacteria growth, light refraction, supply and demand, etc. Running a demo requires Mathematica Player, which can be downloaded free, along with the demos
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    About the Wolfram Demonstrations Project Conceived by Mathematica creator and scientist Stephen Wolfram as a way to bring computational exploration to the widest possible audience, the Wolfram Demonstrations Project is an open-code resource that uses dynamic computation to illuminate concepts in science, technology, mathematics, art, finance, and a remarkable range of other fields. Its daily-growing collection of interactive illustrations is created by Mathematica users from around the world, who participate by contributing innovative Demonstrations. Interactive computational resources have typically been scattered across the web--requiring specialized programming knowledge that's made them difficult and expensive to develop. As a result, their coverage has long been limited, and progress has been slow. In many ways, the Wolfram Demonstrations Project introduces a new paradigm for exploring ideas. The power to easily create interactive visualizations, once in the domain of computing experts alone, is now in the hands of every Mathematica user. Demonstrations can be created with just a few short lines of readable code, powered by the revolutionary advances in Mathematica. This opens the door for researchers, educators, students, and professionals at any level to create their own sophisticated mini-applications and publish them online.
Iris Deters

100 Incredible Open Courses for the Ultimate Tech Geek - Online Courses - 20 views

  • real world experience and free learning resources on the web can do a pretty good job of showing you the ropes as well. Here are 100 free resources to help you hone your techie skills and learn more about the ever-changing world of technology.
  • These courses offer you a chance to learn about everything from electrical engineering to the basics of computer science.
  • Great Ideas in Theoretical Computer Science: This course offers a great introduction to the theories of computer science, from the beginnings of computer systems
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  • Topics in Theoretical Computer Science: Internet Research Problems: With so much being based around the web these days
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    These courses offer you a chance to learn about everything from electrical engineering to the basics of computer science.
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    Good find! Thanks for sharing
Vicki Davis

Computer Based Math | K12 Online Conference - 6 views

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    Computer based math by David Wees from the K12 online conference. If you're missing the K12 online conference, you're missing something big. Here, David looks at the consequences of what would happen if Conrad Wolfram's vision of letting computers do math computations in order to free humans up to do other aspects of mathematical problem solving. Something math teachers will want to consider on this controversial topic.
Vicki Davis

The Hour of Code - National Writing Project - 0 views

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    Yes! Applause to the always innovative, always helpful National Writing Project for joining in the Hour of Code celebrations coming up. Have you signed up your school? Are you ready to participate? If you want to use writing as it relates to Computer Science, realize that this is important to all of us. "The National Writing Project is joining Code.org to support the Hour of Code . The largest initiative of its kind, the Hour of Code is a campaign to recruit 10 million students to try computer science for one hour during Computer Science Education Week (December 9-15). Join the National Writing Project, Microsoft, Google, Apple, Bill Gates, Mark Zuckerberg, the Boys & Girls Clubs of America, and over 100 other individuals and organizations to make history. Start planning the Hour of Code for your classroom (or school) at http://hourofcode.com/ ."
Vicki Davis

Girls Who Code - 6 views

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    As a mother of a daughter who is applying to Georgia Tech in Computer Science, this is important. My daughter's life was changed when I had her use Kodu in class, write a program and win an NCWIT award. She was on a panel with Sylvia Martinez at ISTE about encouraging more girls into STEM and really realized that she liked Computer Science and would at least try it as a major. She said until she saw people talk about it and realized she could code, she had no idea that it was something she could do and like. Girls who code is a group that works to encourage girls to enter computing fields.
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    Hi Vicki. It's been my experience that students (boys and girls) who are exposed to programming in elementary school and then have it as part of the school IT curriculum are far more likely to stay the course through to high school and beyond. Some of my best programmers at Middle School have been Gr. 6 girls, a few of whom continued on to complete AP level programming, undergrad and graduate work in Comp Sci. Papert's work with LOGO pointed the way, ALICE and Scratch are there to play. Just need to keep programming in the curriculum so that students (boys and girls) know that it's a valued academic skill and not just a preserve for hobbiests and tinkerers.
Vicki Davis

Be Careful What You Wish For - Computer Science Teacher - Thoughts and Information from... - 12 views

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    Nice post from my computer science go-to guy in education- Alfred Thompson. He contemplates why a college like Stanford is seeing a growth in Computer Science while high schools aren't. Interesting conversation and one we need to be having -- computer science jobs are some of the few that they just can't seem to staff fast enough.
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