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Machine learning (ML) is a breathtaking branch of artificial intelligence (AI), and it is all around us. Machine learning unlocks the power of data in new ways, like Facebook suggesting articles in your feed. Such excellent technique helps computer systems learn and improve from experience by developing computer programs that automatically access data and perform
There are 500 million tweets every day and 800 million active users on Instagram monthly; about 90 percent of such auditory are younger than 35. Visitors write 2.8 million Reddit comments per day, and 68% of Americans regularly use Facebook. A considerable amount of information occurs every second, and it becomes difficult to extract valuable
Natural language processing (NLP) is a critical branch of artificial intelligence. NLP facilitates the communication between humans and computers. However, it’s sometimes difficult to teach the machine to understand the meaning of a sentence or text. That’s when semantic analysis is supposed to help. Keep reading the article to learn why semantic NLP is so
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Everyone has probably heard about machine learning. But what exactly does the term mean, and what does the process imply? Machine learning is a data analysis method that automates analytical model building. It’s an artificial intelligence branch based on the concept that machines can learn from data and identify patterns. This article focuses on the
Many people worldwide start their day with the questions: «Alexa, what is the weather?» or «Siri, where are the traffic jams in the city today?». Surprisingly, they get answers to these questions from digital assistants. How do they know the weather in which city and traffic jams on which section of the road users are
Language is an integral part of our most basic interactions as well as technology. Natural language processing (NLP) lies at the intersection of these phenomena, converting language into a format that both computer systems and humans understand and use. With the rise in artificial intelligence technology, NLP is now enjoying the same popularity. There are