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

The technologies that were considered to be of the future a few decades ago, such as artificial intelligence and machine vision, have now become mainstream and are being used in a wide variety of applications. These applications range from automated robot assembly to automatic vehicle guidance, analysis of remotely sensed images, and automated visual inspection.Every sector of the technology business, including start-ups, is racing to catch up with the competition by focusing their efforts on computer vision and deep learning, two of the hottest subjects in the industry right now.What is Computer Vision?Computer Vision is a branch of AI that ... Read More

During the past two decades, cutting-edge technologies such as artificial intelligence, machine learning, and computer vision have made the transition from the realm of research and development into the commercial and mainstream spheres. The commercial use has resulted in automated robot industrial assembly lines, automated vehicle navigation systems, and the analysis of remotely collected imagery to support automated visual inspection procedures.Applications of computer vision and machine learning are some of the most enticing and exciting areas of study in the field of technology in the modern day. In addition, the majority of current tech sector corporations as well as ambitious ... Read More

What is Data Skewing?In a skewing attack, attackers attempt to fabricate (or skew) data in order to influence an organization's decision in their favor. Skewing assaults may be divided into two types −Machine Learning Data Poisoning Attacks − It occurs when an attacker alters the training data used by a machine learning algorithm, causing it to make a mistake.Web Analytics Skewing − Attackers manipulate analytics data from systems such as Google Analytics or Adobe Analytics by deploying bots to make a huge number of automated queries. The goal is to make it appear like visitors to a website complete particular ... 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

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.It can be used by banks to identify whether an online transaction is fraudulent and by e-commerce websites including Amazon and ... Read More

Data Mining and Machine Learning are two fields which have influenced each other. Data mining is the field in which operations are performed on sets of data to determine certain patterns in the data sets, whereas machine learning uses certain algorithms that automatically improves the analysis processes through data based experiences. Although data mining and machine learning have many common things, they are quite different from each other. Read this article to learn more about Data Mining and Machine Learning and how they are different from each other. What is Data Mining? Data Mining is the process of discovering ... Read More

To successfully build a machine learning project, loading data properly is one of the most important as well as challenging tasks. CSV is the most common format for machine learning projects. It is a simple format which is used to store tabular data.Followings are the three most common approaches in Python with the help of which you can load CSV data for machine learning projects −Using Python Standard LibraryTo load CSV data files, Python standard library provides us with a built-in function namely csv module.ExampleIn this example we will be loading CSV data file of iris flower data set −#Importing ... Read More