Unsupervised learning

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    Machine learning is the subfield of artificial intelligence that deals with training an agent to perform a task or a set of tasks, without the need to be explicitly programmed. The learning process is made possible as the agent uses previously observed data to make decisions, while at the same time, it receives feedback for its actions and as a result, it is able to improve its performance on future tasks. Different subcategories of machine learning algorithms are defined according to the way the agent receives its feedback. The three main subcategories are: supervised learning, unsupervised learning and reinforcement learning [30], however, this distinction is not absolute, as some algorithms have characteristics from more than one of these…

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    Abstract:The objective of the project is to diagnose a child with learning disability and provide appropriate study material. The model will first classify a child as learning disabled or non- learning disabled based on certain assessment parameters. Once diagnosed with learning disability, the child is further classified into different types of learning disability like dyslexia, dysgraphia,dyscalculia and dysphasia. The model not only detects the type but also will identify the level of…

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    Early Years based on the content of a government publication: “Learning, Playing and Interacting”, with a particular and personal focus on the importance of free, unstructured play; and the importance of outdoor learning based on Hilary Fabian’s journal article “Outdoor Learning Environments: Easing the Transitions from the Foundation Stage to Key Stage One”, with a special focus on outdoor learning in the school playground in Key Stage One. On the one hand, the government publication…

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    Cultural Perspectives on Play – Play in different cultures By Tracy Son “We don’t stop playing because we grow old; we grow old because we stop playing” George Bernard Shaw Children’s play is different from culture to culture and particularity in the contexts of family ethnic culture. My culture is not highly valued play then academic. We tend to see that play and academic activities separate from each other. However, Play is acceptance because it enhanced learning and understanding the…

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    Band Leadership

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    ability levels. I want to become a member of the leadership team, so that I can help further the progress of an already great group of musicians. Being a part of the leadership team is an honor. As for plans for the band, I have a lot of them. For the band as a whole, I plan to come together as a group more, and to be able to collaborate together. For my section, I plan to use the extra time we have for music learning, to make our performance go above and beyond the expectation set by previous…

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    different ways. In order to succeed in an online learning environment, you need to step away from previous learning habits. You need to think outside of the box as far as school is concerned, and actively seek out the resources you may need. This is on-par with what I had expected of online learning. I have always been more open-minded when it comes to learning, so my views on the subject have not really changed. Being that everyone learns different things in different ways, I feel that it is an…

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    Always Learning In the simplest of terms: leaders lead. They recognize when a situation requires their control or influence. Through a combination of instinct, critical thinking, organization, and implementation, the leader guides their allies and manages the situation. In events that require quick thinking and action, a leader will feel comfortable sharing their influence and stand out amongst a crowd. This has been a familiar scenario for me from as far back as elementary school; I always…

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    Essay 2: Learning from Behind the Screen When we think of video games the first things that come to the minds of parents are things like “this is too violent” or “they spend too much time behind the screens and not enough time studying,” but video games can be used to help students, not hurt or distract them. When video games come to mind most people think about Xbox or Wii, but online interfaces center around laptops and keyboards. Integrating students to half online interactive user faces and…

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    program is to teach children, get them to be more social, and keep them moving around. Introduction Parents nowadays spend a lot of time working, and when their children get out of school they tend to come home to an empty, unsupervised house. A problem when kids are left alone for long periods of time, they can end up getting into a lot of trouble; whether it is with their friends outside the house, or alone at home. Many parents may not have the time or even the money to send their kids to…

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    Assignment 3 Vinodh Kumar Sunkara, Microsoft Redmond, WA As part of this assignment, we’ve two main splits: 1.2.Running following clustering algorithms on two data sets a. K-Means clustering b. Expectation Maximization Running following dimensionality reduction algorithms a. PCA b. RCA c. ICA d. Any other feature selection algorithm: ISCA (Insignificant component analysis) I have used Weka for all my experiments. ICA wasn’t available in Weka and I installed the Students.Filters weka plugin…

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