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 Embedded in the very weave of the organisation, culture is the most difficult aspect of an organisation to change and the hardest form of change to sustain 'That's because transforming a culture requires influencing people's deepest beliefs and most habitual behaviours' (Rogers, Meehan & Tanne 2006 p5). Rogers et al indicate that as little as 10% of all organisations that set out to develop a high performing culture achieve their goal.

"Last year I had the chance to try out a 3D printer for the first time. I chronicled my journey in a few posts including how easy it was to get started and how I was able to print a virtual reality headset. The team at MakerBot has just announced the brand new MakerBot Educators program. This program is designed to bring together teachers who are passionate about using 3D printing in their classrooms. The goal is to create a community of educators who share their experiences and best practices using innovative technology with students. MakerBot has already set up Thingiverse Education as a collection of 3D printing lesson plans for teachers. So it is no surprise that they've created a space for educators from lots of different backgrounds to share the way 3D printing has changed the way teaching and learning happens in their school. I love when companies create special spaces for educators to show off their accomplishments and share their expertise with other teachers."

"From autonomous vehicles, predictive analytics applications, facial recognition, to chatbots, virtual assistants, cognitive automation, and fraud detection, the use cases for AI are many. However, regardless of the application of AI, there is commonality to all these applications. Those who have implemented hundreds or even thousands of AI projects realize that despite all this diversity in application, AI use cases fall into one or more of seven common patterns.  The seven patterns are: hyperpersonalization, autonomous systems, predictive analytics and decision support, conversational/human interactions, patterns and anomalies, recognition systems, and goal-driven systems. Any customized approach to AI is going to require its own programming and pattern, but no matter what combination these trends are used in, they all follow their own pretty standard set of rules. These seven patterns are then applied individually or in various combinations depending on the specific solution to which AI Is being applied."

With our goal of deep-learning in mind where do we begin and what learning opportunities might result in this? Having clarified our key terms of understanding, learning and deep, we can turn to a set of questions which might be of use as we plan the learning our students will engage in along their way.

"When students begin to plan, monitor, and evaluate their learning, they develop self-regulation and can set more ambitious goals."

"In business and at every level of government, we hear how important it is to graduate more students majoring in science, technology, engineering and math, as our nation's competitiveness depends on it. The Obama administration has set a goal of increasing STEM graduates by one million by 2022, and the "desperate need" for more STEM students makes regular headlines. The emphasis on bolstering STEM participation comes in tandem with bleak news about the liberal arts - bad job prospects, programs being cut, too many humanities majors. As a chemist, I agree that remaining competitive in the sciences is a critical issue. But as an instructor, I also think that if American STEM grads are going lead the world in innovation, then their science education cannot be divorced from the liberal arts."

"​The purpose of Makerspace for Education is to provide educators with a hands-on, creative, user friendly, "anytime, anyplace", professional development tool that can be used as part of a community of practice. It allows educators to inform themselves, with tools at their fingertips, on the various aspects of the makerspace as they are ready. Using interactive tools that allow access to necessary information, directly from a user-friendly interface and based on the key frameworks of constructionism and constructivism, makerspace, design thinking and media literacies, teachers will have the tools they need to begin, or continue, their makerspace journeys. This site will evolve and grow as the participating educators add to the content and support the construction of knowledge. "

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