Natural Language Processing (NLP) is a pre-eminent AI technology that’s enabling machines to read, decipher, understand, and make sense of the human languages. From text prediction, sentiment analysis to speech recognition, NLP is allowing the machines to emulate human intelligence and abilities impressively.
Machine Learning is one of the proficient technologies that we have for pattern recognition, data mining, statistical analysis on large volumes of data. It’s enabling machines to recognize intricate patterns and make intelligent decisions, without human intervention. In order to achieve this, the ML technology is accompanied by neural networks.
The human brain has got tremendous potential. On an everyday basis, it performs hundreds and thousands of tasks- such as recognizing faces, learning from experiences, memorizing facts, identifying objects, understanding words & languages, recognize intent & sentiments, and more. There are billions of neurons in the brain that network together to accomplish these tasks.
The COVID-19 pandemic has made healthcare providers realize the importance of digital solutions, more than ever. The providers are continuously struggling to reduce the burdens & risks associated with travel to clinics, hospitals, labs, or other healthcare organizations. Moreover, caregivers have to ensure the delivery of value-based care to patients in their home environments. The insurance reimbursements need to be streamlined. As a consequence of this demand, the digital healthcare market is projected to reach $500 billion by 2025.
In 2011, Xamarin—a software company now owned by Microsoft—created a framework for hybrid mobile applications with C#. What made this new framework differentiate itself from others is its simplicity in creating a single code base that works across multiple platforms. After this, many frameworks have been introduced on the market, including Ionic, ReactJS, React Native, and many more.
On average, a human speaks 700 words per day, which includes the words of actual value (i.e. words that have an intent to communicate to another person). Instant messaging, telephonic conversations, books, movies, songs, verbal (F2F) communication are amongst some of the common ways humans exchange their thoughts and information.
The public cloud computing market size is expected to reach $354 billion by 2022. This includes business processes, platforms, software, infrastructure, management, security, and almost everything that a cloud service provider delivers.
The COVID-19 pandemic is driving the healthcare system to the limit. The rapid rise in the demand for healthcare facilities and providers has burdened the system, making it unable to operate with absolute efficiency.
Have you noticed the ‘Smart Compose’ feature in Gmail that gives auto-suggestions to complete sentences while writing an email? This is one of the various use-cases of language models used in Natural Language Processing (NLP).