knowingthespace

  Clustering in Machine Learning Clustering or cluster analysis is a machine learning technique, which groups the unlabelled dataset. It can be defined as "A way of grouping the data points into different clusters, consisting of similar data points. The objects with the possible similarities remain in a group that has less or no similarities with another group." It does it by finding some similar patterns in the unlabelled dataset such as shape, size, color, behavior, etc., and divides them as per the presence and absence of those similar patterns. It is an unsupervised learning method, hence no supervision is provided to the algorithm, and it deals with the unlabeled dataset. After applying this clustering technique, each cluster or group is provided with a cluster-ID. ML system can use this id to simplify the processing of large and complex datasets. The clustering technique is commonly used for statistical.  Example: Let's understand the clustering technique with the r...

  SECURITY AND PROTECTION OF RTOS With the rapid growth of the IoT and the number of new devices being developed to take advantage of it, it’s becoming more and more likely that you will consider using an RTOS in the near future. But before you come in use with RTOS technology, you have to be CAREFUL and SECURE about your devices and protect your devices from the Hackers.  The remainder of this article will explore you from the CYBER ATTACKs and keep protected YOURSELF. Firstly, what actually a RTOS is? Real-time operating system (RTOS)  is an operating system intended to serve real time application that process data as it comes in, mostly without buffer delay. RTOS  are used in environments where a large number of events, mostly external to the computer system, must be accepted and processed in a short time or within certain deadlines. such applications are industrial control, telephone switching equipment, flight control, and real-time simulations.  With an RT...