Found 377 Articles for Artificial Intelligence

Algorithms are ubiquitous, and a good number of us make use of them, although we may not even be aware that one is involved in the process. We require an algorithm to use a computer to solve a problem. When it comes to transforming datasets into models, machine learning relies on a number of different techniques.Both bias and variance are essential components to understand when working with machine learning. When it comes to achieving high levels of accuracy in any machine learning algorithm, having a solid understanding of each of these concepts is essential.What is Bias in Machine Learning?Every machine ... Read More

Deep Learning and Natural Language Processing (NLP) are two of the most popular buzzwords in the industry today. Just like the majority of other great ideas, the concepts underlying NLP have been embraced by a large number of industry leaders. NLP is an area in artificial intelligence that focuses on the interactions that take place between computers and human languages. This investigation into the workings of the human mind is a ground-breaking contribution to the field.NLP is the study of exactly what goes on in our heads while we think. The University of California, Santa Cruz was the birthplace of ... Read More

What is Defense-in-Depth?The act of deploying several security methods to defend the integrity of information is known as defense in Depth. For the entirety of a system's life cycle, this strategy addresses weaknesses in technology, humans, and operations.The employment of several layers of defense throughout an information system is what this is all about. The outermost levels of a multi-layered defense system are the first line of protection and function well against the tiniest and most common attacks. More powerful and unorthodox attacks will get beyond the first few layers, but the deeper, more focused layers will stop them. The ... Read More

Let us understand the concepts of Radio-Frequency Identification (RFID) and Bar code before learning the differences between them.Radio-Frequency Identification (RFID)RFID is a small electronic device which has a small chip and an antenna. This chip generally carries 2, 000 bytes of data or less.It works the same as a bar code or a magnetic strip on the back of a credit card or ATM card providing a unique identifier for the object. The RFID device is just like a barcode or magnetic strip used to scan to retrieve the identifying information.It is one of the wireless non-contact uses of radio-frequency ... Read More

Let us understand the concepts of QR code and Near Field Communication (NFC).QR CodesQR code is called "Quick Response", it allows us to encode or store over 4500 characters in a two-dimensional bar code.These codes are the "square barcodes" that were initially developed and used in Japan.The main aim of the QR code is to store the information in such a way that the machine (scanner) can be able to read the data present in the code.Uses of QR codesQR codes can be used for storing data like −Simple textPhone numbersOnline conferences via zoom appOnline one time passwords(OTP)Online accounts authentication ... Read More

Let us understand the concepts of Quick Response (QR) code, Fastag and Near Field Communication (NFC).QR CodeQR code is called "Quick Response", it allows us to encode or store over 4500 characters in a two-dimensional bar code.QR codes are the "square barcodes" that are initially developed and used in Japan.The main aim of the QR code is to store the information in such a way that the machine (scanner) can be able to read the data present in the code.AdvantagesThe advantages of QR code are as follows −VersatilityWe can scan anywhere using mobileReduce paper usageFree and inexpensiveQuick responseBenefit for customer ... Read More

Let us understand the concepts of Quick Response (QR) Code, Bar Code and Near Field Communication (NFC).QR CodeQR code is called as "Quick Response", it allows us to encode or store over 4500 characters in a two-dimensional bar code. These are the "square barcodes" that are initially developed and used in Japan.The main aim of the QR code is to store the information in such a way that the machine (scanner) can be able to read the data present in the code.The sample QR code image is given below −As we can see above all QR codes are made of ... Read More

Some persons are utilizing machine learning in their normal life. Consider that it is engaging with the web, defining our preferences, likes, and dislikes through our searches. Some things are chosen up by cookies appearing on our device; from this, the behavior of a customer is computed. It supports to grow the progress of a user through the web and support same suggestions.The navigation system can be treated as one of the instances where it is using machine learning to compute a distance among two places using optimization techniques. Surely, persons are going to use with machine learning briefly.Machine learning ... Read More

Machine learning is an application of Artificial Intelligence that supports an architecture with the capability to learn and enhance from experience without being definitely programmed automatically.It can be used by search engines including Google and Bing to rank internet pages or to determine which advertisement to display to which user. It can be used by social networks including Facebook and Instagram to make a custom feed for each user or to tag the customer by the images that was uploaded.The classification of machine learning is as follows −Supervised Learning − Supervised learning is a type of machine learning method in ... Read More

There are various applications of machine learning which are as follows −Social media services − Machine learning is an essential role in personalizing news feed to superior advertisement focusing over social media. Facebook needs machine learning to display news feed to the user based on its interests by treating items clicked earlier by that user.Facebook always takes note of the friends that it can linked with, the profiles that it can visit, interests, workplace, and on the basis of this continuous learning, a file of Facebook users are suggested for us to become friends with.The Face Recognition nature of Facebook ... Read More