Category: Uncategorized
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Will machine learning help us understand human thinking?
Neural nets are the way that machine learning figures things out by simulating a network of neurons in a human brain. With today’s technology, a major limitation is the amount of “neurons” that exist in a standard sized machine learning system. According to Moore’s law, computer processing power continually increases. Machine learning systems will have the…
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How will we know how machine learning made a decision?
How do we know that machine learning and artificial intelligence will do the right thing by us? How do we know how machine learning and artificial intelligence had made their decisions? In the video, it is explained that analogous to humans making decisions, it is impossible to know in intricate detail how complex machine learning and artificial…
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First stage of machine learning
As my knowledge about machine learning increases, I’m understanding more and more that machine learning will be a slow but steady evolution, rather than revolution. Before training data is submitted to the machine learning algorithm to learn, the data must be analysed and “cleaned” by a human first. There is not yet a machine learning…
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Machine learning is the same as human learning
How do babies learn? Trial and error. There was once a theory that the ability to walk, talk and were unlocked over time during a baby’s development. It is now known that babies try micro muscle movements and get feedback on what is working. They then string the micro movements together into patterns so that…
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Machine learning produces consistent pizza
Here we go. The first I heard of machine learning advanced image recognition was when I heard that machine learning algorithms can detect melanomas better than a panel of experts. As is often the case, technology developed for high-brow uses spreads to all kinds of uses. This now includes pizza. Domino’s Pizza will use machine learning to…
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My Health Record and machine learning
Now that the Australian government’s My Health Record is opt out, it will most probably cover the majority of Australians. There have been many concerns raised. In order to opt-out, a person must go through a multi-step process to identify themselves with a drivers’ licence and Medicare card. Most people will not be bothered to go…
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Do you want computers to know you?
8 ways how AI and machine learning is improving customer experience Steadily your personal data is amassed in corporate computer systems. Your shopping, travel habits, medical information, who you phone call and message, is all saved in disparate systems. To date, these stockpiles of information have not been leveraged because: Privacy concerns Technology to do…
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Machine learning in cars and people – diagnose what's wrong
Cars When you take your (modern) car for a service, multiple sensors provide information about the service shop on how things are going. Generally, the service staff figure out through their own experience what might be needed based on what the sensors are showing. Link The body Similarly, we are seeing more health metrics being…
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Machine learning accessible to anyone
The confluence of the following things will cause machine learning to bring about a revolution: Already large amounts of data collected. Large pools of data have been collected, but haven’t been used as much as they could be. Machine learning can teach itself about patterns in the data, and then apply these patterns to new…
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Predicting sports results using machine learning
Moneyball could be real? Optimising results The movie Moneyball showed a system whereby using past statistics and raw data, the best training methods could be achieved. Predicting sports winners Based on the theory that past behaviour is the best predictor of future behaviour, machine learning will be able to better automatically predict sports winners. We…