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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."

"Another cardboard activity along the side of the Large scale & Small scale stop motion animations in the event of Infinite Versatility of Cardboard was Making Cardboard Costumes. This time, we set up our favorite "Tinkering photo frame" for people to capture their cardboard costumes, and to take this photo booth experience online, we also set up a hashtag #cardboardtinkering and used a social media wall "Walls.io" so that we could collect all the pictures with the hashtag and display them as a live-updating photo album on the large monitor during the event."

"un LEGO computer coding for kids! Technology is a huge part of our lives today. My son loves his iPad and although we monitor his use of it, it's a part of our home. We also love LEGO® and have tons of fun building neat contraptions and gadgets with our bricks. We have played around with a couple fun ways to check out computer coding with LEGO® with and without a computer. "

"With so many Raspberry Pi projects to choose from, it can be tricky to find the one you really want to build. Our advice is to find a way to marry the Pi with something you really love. One great example is TV and movie robots - iconic characters from popular sci-fi that can be rebuild at home with a Raspberry Pi built in. Once constructed, your robot might be able to utter commands when a condition is met (perhaps a sensor detects motion). Or it might move around, learning about its surroundings, or reading information to you from Wikipedia. Whatever you have in mind, it should be relatively straightforward to plan and execute. It may take some time, however. Here are five example projects that show how you can combine a Raspberry Pi 2 or later with your favorite fictional robot. 5 Things Only a Raspberry Pi 2 Can Do 5 Things Only a Raspberry Pi 2 Can Do The latest edition of the pint-sized computer is awesome. So awesome, in fact, that there's 5 things you can only do on a Raspberry Pi 2. READ MORE 1. R2-D2 We've all wanted our very own astromech droid, haven't we? Sure, no one on earth is (currently) operating a light speed drive, but Star Wars droid R2-D2 has far greater abilities than onboard spacecraft maintenance. For instance, he can hold torches, carry a tray of drinks, and launch lightsabers across pits in the desert. Okay, it's unlikely you'll manage to get your own R2-D2 robot to do that… but don't let that put you off. Check out this little guy, controlled by a Raspberry Pi. While this project was based on an existing R2-D2 toy, that shouldn't limit your ambition. You'll find plenty of R2-D2 builds on YouTube. There's a massive R2-D2 building community online. Finding one that has a drive unit should be ideal for integrating a Raspberry Pi (and perhaps an Arduino, which you can use the two together) and developing a more realistic R2-D2 experience. Arduino vs Raspberry Pi: Which Is The Mini Computer For You? Arduino vs Rasp

"As parents, we all want to raise kids who are smart and focused, especially in a world where digital distraction seems to be inescapable. (Even tech titans like Steve Jobs and Bill Gates have strategies for limiting their children's screen time.) Why? Because in the future, there will be two kinds of people in the world: Those who let their attention and lives be controlled and coerced by others and those who proudly call themselves "indistractable." Becoming indistractable is the most important skill for the 21st century - and it's one that many parents fail to teach their kids. After years of studying the intersection of psychology, technology and how we engage with it, one of the biggest mistakes I see parents making is not empowering their kids with the autonomy to control their own time. Allowing them to do so is a tremendous gift; even if they fail from time to time, failure is part of the learning process. Parents need to understand that it's okay to put their kids in charge, because it's only when they learn to practice monitoring their own behavior that they learn how to manage their own time and attention. Teach them at a young age"

ADI is instrumental in evolving and implementing water conservation and management strategies in most of the States across India. ADI is committed to evolving and strengthening issues about water resource development and management and sustainable development of the area. ADI has pioneered several major initiatives to replenish water in communities. ADI is partnering in planning, facilitating implementation, and monitoring the impact of Sustainable Water Resource Development & Management projects in Maharashtra, Telangana, Andhra Pradesh, Karnataka, Tamil Nadu, Kerala, Haryana, Punjab, and many other States. Here, Sustainable water resources development and management deal with the practices that help ascertain continued access to good quality water, without jeopardizing the future potential or availability. It entails a methodical approach to augmentation, conservation, and utilization of water resources for a particular portfolio of activities. ADI provides a holistic development framework with an integrated approach to the management of water resources.