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The technique of scaling generates infinite values on the objects to be measured. These techniques help understand the relationship between the objects. Let us see the techniques − Comparative scales It is the direct comparison of objects. The types include − Rank Order Constant sum scaling Rank order One item is judged against the rest of the objects. The respondents contain several objects who rank/order the objects based on a criteria. Rank order scaling is ordinal in nature, that is, (n-1) scaling decisions are made in this technique. Constant sum scaling In this technique, a constant sum of ... Read More
The field of machine learning is developing rapidly, and the benefits are innumerable. Some of the benefits in the field of business have been listed below − Improved Consumer Experience Human efforts to interact with consumers have reduced and bots are used instead. This has helped with the automated and travail responses that are required at times. Human resources can be used for better tasks as well. Resource Planning Since patterns can be detected from data, the resources required can be planned, and can be utilised efficiently. This way, machine learning makes businesses cost effective too. Effective Predictions Predictions based ... Read More
YOLO and SSD are real-time object detection systems that possess significant differences, that have been listed below − YOLO (You Only Look Once) YOLO uses a neural network to help with real-time object detection. It became popular due to its speed and accuracy. It is considered a regression problem, where the algorithm looks at the object/s only once. There are algorithms associated with YOLO that achieve 155 FPS (frames per second). Image is divided into a grid, and every grid calculates class probabilities and bounding box parameters to determine the object in its entirety. It is an open-source detection ... Read More
One of the terms used most frequently in information technology nowadays is cloud computing. The term cloud computing refers to the delivery of IT resources on the demand of users. We can store the files in different remote locations by utilizing cloud computing, providing us with security, scalability, abstraction, etc. In simple terms, cloud service providers manage the servers and storage devices as they have high-quality devices and maintenance teams and provide the IT resources to organizations or individual users according to their requirements. Types of Cloud Computing Public Cloud Public clouds are cloud environments generally created by third parties ... Read More
The cloud is a technology that offers organizations flexibility, agility, and scalability in a world that is becoming more linked. The amount of data being processed by organizations is increasing, and the cloud provides a secure haven for storing, exchanging, and accessing this enormous amount of data. What is a flexible cloud system? The best cloud computing techniques offer adaptability. The services are now quite flexible and may be modified based on an organization's operational needs. Companies can modify the resource allocation on the production line thanks to cloud services. The primary benefit of cloud services is that you only ... Read More
Tensorflow is an open-source Machine learning framework that helps develop models, train pre-trained models by providing high level APIs. TensorFlow is an end-to-end platform to easily build and deploy Machine Learning models. TensorFlow makes it easy for novices and experts to create machine learning models for cloud, desktop, mobile, and web. Features of TensorFlow Let us now see the features of TensorFlow that also explains why it is widely popular Build and Train models easily TensorFlow offers multiple levels of abstraction to make it quick for you to choose the correct one. Build and train models by using the high-level ... Read More
Microsoft is one of the biggest and most established cloud service platforms. The company offers a wide range of cloud services, including PaaS (Platform as a Service), IaaS (Infrastructure as a Service), and SaaS (Software as a Service). You may rent the software or hardware you want through cloud computing using MS Cloud services for a monthly rental fee. Fundamental Microsoft Cloud Services Microsoft Azure Microsoft Azure is a platform for interoperable cloud computing services that blends closed-source, standards-based technology with proprietary Microsoft and outside solutions. Because Azure's pricing is based on resource usage rather than reserved capacity, there is ... Read More
Knowledge-based agents represent searchable knowledge that can be reasoned. These agents maintain an internal state of knowledge, take decisions regarding it, update the data, and perform actions on this data based on the decision. Basically, they are intelligent and respond to stimuli like how humans react to different situations. Examples − Based on the user's question (that behaves as the external stimuli), they provide an answer from their knowledge base (the data warehouse where they store basic knowledge) that provides a satisfactory answer to the user’s question. Knowledge Base Features It has the below-mentioned features − Knowledge base (KB) It is ... Read More
While studying cloud computing or just gaining a light knowledge about remote computing architecture, you would come across the word software as a service or call as SaaS. It is one of the essential computing service systems that use cloud-based architecture to provide cost-effectively and ready-to-user computing services. Its servers are maintained remotely, and it is a web-based application. What is Software as a Service? Whenever you need it, you can get it to the type of ready-to-use software service where a user only pays for the service they use or need. It is a method for the provider to ... Read More
Ethernet is a correspondence standard created in the mid-1980s to organize PCs and different gadgets in a nearby climate characterized as a LAN. Ethernet is the customary innovation used to interface various gadgets in an organization utilizing a wired network protocol (set of rules) or normal organization language. The set of rules utilized by Ethernet is given as IEEE 802.3, which controls how information can be sent in a LAN. What Is Ethernet? Ethernet innovation is just a wired technique to interface PCs and move information. Ethernet requires an Ethernet link to move information. Ethernet requires a LAN port to ... Read More