Neural networks can track user activity to develop personalized recommendations.
Document summarization and article generation for a given topic.Indexing of key phrases that indicate sentiment, like positive and negative comments on social media.Business intelligence analysis of long-form documents like emails and forms.Automatic organization and classification of written data.NLP has several use cases, including in these functions:
Neural networks help computers gather insights and meaning from text data and documents. Natural language processing (NLP) is the ability to process natural, human-created text.
Accurately subtitle videos and meeting recordings for wider content reach. Convert clinical conversations into documentation in real time. Assist call center agents and automatically classify calls. Virtual assistants like Amazon Alexa and automatic transcription software use speech recognition to do tasks like these: Neural networks can analyze human speech despite varying speech patterns, pitch, tone, language, and accent. Image labeling to identify brand logos, clothing, safety gear, and other image details. Facial recognition to identify faces and recognize attributes like open eyes, glasses, and facial hair. Content moderation to automatically remove unsafe or inappropriate content from image and video archives. Visual recognition in self-driving cars so they can recognize road signs and other road users. Computer vision has several applications, such as the following: With neural networks, computers can distinguish and recognize images similar to humans. Computer visionĬomputer vision is the ability of computers to extract information and insights from images and videos. We give four of the important applications of neural networks below. 
Electrical load and energy demand forecasting.Financial predictions by processing historical data of financial instruments.Targeted marketing by social network filtering and behavioral data analysis.Medical diagnosis by medical image classification.Neural networks have several use cases across many industries, such as the following:
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