In literature, traditional classifiers are used in classification studies done on social network sites and semantic relations of words are ignored. They ignore the natural behaviors of natural languages like synonym, polysemy, multi-word expressions and latent-semantics.
Since its introduction with Nakamoto’s famous Bitcoin paper, the concept of blockchain has been gaining attraction all over the world. While development of new technologies is becoming more of an issue, teaching how to use them in an effective way provides new opportunities and challenges. Blockchain technologies has their own understanding in the manner of learning and teaching. Therefore teaching blockchain concept and programming requires innovative approach in order to reach better learning experience.
Machine learning algorithms are widely used in engineering and business.These algorithms scale and speed varies over different applications. Most of them relies on vast amount of data in limited amount of time and space. To handle these vast data we need distributed versions of the algorithms we have. In this work parallelization of machine learning algorithms were main problem focused on. The problem tried to parallelize is matrix factorization. We used stochastic gradient descent approach to minimize a linear loss function such as RMSE.
There are a lot of different races, a lot of countries and communities of people in the world. it was thought that the small communities had taken under the large communities were assimilated and compared to the big societies. Each community maintains its unique characteristics. And they take property from other societies to the extent they allow. In some societies there are completely obstacles. These obstacles lead to the complete elimination of cultural, social, environmental or religious transitions.
Aim of the project is giving a chance to people in our campuses for getting information about pets in the campuses and making job of people who are in the animal house and organizations like Bupati etc. easier. The information is stored on a server and there is Bluetooth Low Energy devices on pets. People can see the information about nearby pets using the Android application. Also, with the help of animal houses and organizations like Bupati, the written data will be moved to the server and updated by voluntary vets and them.
