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"The groundwork for machine learning was laid down in the middle of last century. But increasingly powerful computers - harnessed to algorithms refined over the past decade - are driving an explosion of applications in everything from medical physics to materials, as Marric Stephens discovers When your bank calls to ask about a suspiciously large purchase made on your credit card at a strange time, it's unlikely that a kindly member of staff has personally been combing through your account. Instead, it's more likely that a machine has learned what sort of behaviours to associate with criminal activity - and that it's spotted something unexpected on your statement. Silently and efficiently, the bank's computer has been using algorithms to watch over your account for signs of theft. Monitoring credit cards in this way is an example of "machine learning" - the process by which a computer system, trained on a given set of examples, develops the ability to perform a task flexibly and autonomously. As a subset of the more general field of artificial intelligence (AI), machine-learning techniques can be applied wherever there are large and complex data sets that can be mined for associations between inputs and outputs. In the case of your bank, the algorithm will have analysed a vast pool of both legitimate and illegitimate transactions to produce an output ("suspected fraud") from a given input ("high-value order placed at 3 a.m."). But machine learning isn't just used in finance. It's being applied in many other fields too, from healthcare and transport to the criminal-justice system. Indeed, Ge Wang - a biomedical engineer from the Rensselaer Polytechnic Institute in the US who is one of those pioneering its use in medical imaging - believes that when it comes to machine learning, we're on the cusp of a revolution."

"Quite few families are planning to give a tablet to the kids for a holiday gift. After getting the device, it is time to find the good apps to put on the iPAD or iPod Touch. I am going to start listing "Best Educational Apps for Kids" by age and subjects. As a starter, today's list is Math Apps for Kindergarten and Early Elementary Kids. I am sure there are a lot more apps out there, if you have an app you'd like to add to the list, please add the app's name at the comment area. I will periodically update the lists based on readers' inputs. It will be very helpful if you can attach a link to the App Store. Since some apps have the same titles, a direct link to the app store can help minimize potential confusions. B"

"ArtSet was an impressive app that I was introduced to last week. I was presenting at a conference and one of the organisers asked if a number of the presenters could go through a workflow to illustrate how a series of apps might be able to be used to deepen student learning. The idea was the the product of one app would become the input for the next. The story of The Lion and the Mouse was suggested as an idea. Each presenter was given three minutes only. There was a cross section of both primary and secondary teachers in the group."

"Reading well requires much more than just decoding textual input, it is rather a process of making meaning of text using a wide range of critical and intellectual skills and drawing on different cues . Close reading is one example of a theory that explicates the intricacies surrounding effective reading. In close reading, readers need to consider a set of criteria for a better comprehension of the text. Some of the these criteria include: Language, Narrative, Syntax, and Context."

"iPads can be powerful devices in education - they are mobile, they are personalized, and they are intuitive. At the same time, sharing content between apps or devices can be a challenge. Fortunately, iPads in conjunction with Google Apps can create a powerful medium by which to input, edit, share, and publish multimedia content."

"In Manitoba there are traditionally five provincially mandated PD days per year. This year the topics for the first four of my school's PD days were 'Cultural Proficiency' (a division sponsored event), an 'EdCamp' (facilitated by division coordinators), a day where teachers work with other teachers from around the province in their teaching area, and a school-based session on 'Deeper Learning and Critical Thinking' with support from a division coordinator. Our final day will be on the topic of 'Positive Behaviour Interventions and Supports'. We will join one of our feeder elementary schools, and the day will be facilitated by divisional educational support services staff. Although these sessions have all been of great value, and have resulted in many thoughtful conversations, the days are somewhat disjointed. The topics for each day are chosen by divisional administration or school-based administrators, without the input of the teachers that will 'benefit' from the PD sessions. To make these PD days more valuable, teachers need to keep the conversations going on these important topics for deep learning to occur, or this 'one size fits all' model needs to be abandoned for a more teacher directed PD model. If teachers are in charge of the topic of their personal PD, they will be more likely to own this time and use the division sponsored PD days as a catalyst to deeper learning and connections to other professionals within their own building and beyond. Teachers need going beyond the four or five division sponsored PD days to ensure personal and professional growth."

"3 Reasons Why Faculty Meetings Are a Waste of Time By Peter DeWitt on April 10, 2015 6:50 AM Faculty Meeting.png Many school leaders walk into a faculty meeting with a single idea of how they want to move forward and walk out with the same idea. That's telling... John Hattie talks a great deal about the Politics of Distraction, which means we focus on adult issues, and not enough time...if ever...on learning. That is happening around the U.S. for sure. Recently the Assembly of NY State only furthered those distractions, which you can read about here, which means that school leaders and teachers have to work harder to maintain a focus on learning. Quite frankly, well before mandates and accountability, school leaders focused on the politics of distraction and not on learning. Compliance is not new in schools. Faculty meetings were seen as a venue to get through and something that teachers were contractually obligated to attend. During these days of endless measures of compliance, principals can do a great deal to make sure they don't model the same harmful messages to staff that politicians are sending to teachers. Jim Knight calls that "Freedom within form." In Talk Like Ted, Carmine Gallo quotes Marissa Mayer (CEO of Yahoo) when he writes, "Creativity is often misunderstood. People often think of it in terms of artistic work - unbridled, unguided effort that leads to beautiful effect. If you look deeper, however, you'll find that some of the most inspiring art forms - haikus, sonatas, religious paintings- are fraught with constraints. (p. 190)" Clearly, constraints have a wide definition. There is a clear difference between the constraints of compliance and the stupidity of the legislation just passed by the assembly in NY. As we move forward, principals still are charged...or at least should be...with the job of making sure they offer part...inspiration, part...teacher voice...and a great deal of focus on learning. There is never a more important tim

"When we started our 1:1 planning in Burlington more than five years ago, the first thing we did was involve our students on the planning team. The input of our students helped put so many things in perspective for the planning team and saved us time and money. We saved time because instead of speculating about what students may or may not do with new mobile devices they would be receiving, we had students tell us firsthand what to expect. They saved us money because when we were talking about which case we should by for each of the more than 1,000 iPads that we would be purchasing, one of the students told us not to by cases. He told us that the students would take them off and buy their own cases and that we would be wasting our money."

"T-Charts Pros and Cons is a free iPad app designed to help you organize your thoughts about a question or dilemma. This simple app provides a clean layout in which you can write your pros and cons lists. Each thing that you write on your lists can be given a different weight. For example, if you're trying to decide if you should study or go to a party you can give extra weight to "will probably do better on the test if I study" in your chart. Within T-Charts Pros and Cons you can create and manage multiple lists. All of your lists can be emailed to friends for their input and feedback."

"If you are looking to start a makerspace at your school or library, there are a wealth of resources available to help you get started. I would be so lost if it weren't for many of these. They also have a lot of research supporting the maker movement. MakerEd.org Makeit@YourLibrary Remake Learning Makerspace.com In addition, there have been a few key individuals whose blogs I follow religiously.  Renovated Learning - blog of Diana Rendina @DianaLRendina Create, Collaborate, Innovate - blog of Colleen Graves @gravescolleen Worlds of Learning  - blog of Laura Fleming @NMHS_lms These resources have been invaluable to me in determining projects, designing the space, and the many planning and logistics that are involved. They've also helped me anticipate and work through any issues that may arise.  What these resources didn't provide was the voice from my students and teachers. No matter how many reputable sources or blogs I consulted, I wasn't getting the input and feedback that really mattered. "

This really works. Check out our free, fillable and printable PDF document template planner, organizer, diary and more! It has the features you need to keep your life on track on planner pages that are a fully printable 8.5″ x 11″. Features at a glance: * Customize with your own logo or image * Input your data and save or print * Print the complete planner or specific pages * Schedule has easy date pull down for easy calendar reference * PDF format allows for easy sharing and opening

The easiest and most entertaining way to collect feedback from your audience: Project polls or message boards on a large screen, have everyone send their input via their cell phones and see results instantly!

StoryMaker is a simple tool for creating digital stories. Using audio, pictures and text you can create storyboards, slideshows and much much more. To create your own StoryMaker file, just click on the 'Create a new StoryMaker file' button below and follow the instructions that follow. You will be asked to input some data and upload your audio file. You audio file can be anything from music to conversation and your images can be absolutely anything you want. Once you do this you are free to proceed to StoryMaker and let your imagination run wild!

By the time students are 6 and in our schools most of them have had numerous hours with computer devices. Whether it be a computer keyboard or a Nintendo DS, they are growing up being wired to input into a machine. If we start teaching them typing in middle school are we to late? Have they already developed habits that work for them?

"Fidgeting is a common symptom of neurodevelopmental disorders such as ADHD, processing disorders, learning disabilities and Asperger's. It occurs when your child carries out tasks that are not interesting enough to sustain his or her focus. The additional sensory-motor input gained through fidgeting stimulates your child's brain, allowing him or her to focus on the task at hand."