Applications in Healthcare Doctors may instantly convert ideas into medical records using speech recognition software. Deaf people can understand what is being said by employing closed captions and speech recognition [...]
ORC file format The optimized row columnar (ORC) file format is designed to optimize performance and storage efficiency for big analytics. It leverages columnar storage and advance compression techniques to [...]
Cloud databases Cloud databases have revolutionized the way businesses store, manage, and analyze their data. These databases leverage the power of cloud computing, offering scalability, flexibility, and ease of management. [...]
The Use of Rules in Machine Translation Rule-based machine translation uses a large number of built-in language rules and millions of bilingual dictionaries for each language pair. The software reads [...]
Microsoft Azure for NLP Microsoft Azure provides a wide variety of NLP-related services for application development. Table 5-1 shows the list of cognitive services to be used to build solutions [...]
Brand Monitoring with Sentiment Analysis Sentiment analysis is often used to get a 360-degree view of how your customers and other important people think about your brand, product, or company. [...]
Conversational Language Understanding Conversational Language Understanding, or CLU, is a conversational AI service that is mostly used in bots to get relevant information from what users say (natural language processing). [...]
Speech Translation Text is produced from audio input using speech recognition. For this method to work, you have to understand how dialects, slurs, intonation, and grammar are used in everyday [...]
Custom Question Answering QnA Maker is now available in Azure Portal as a custom question-answering service under the Language Service category. You can create a knowledge base out of question-and-answer [...]
Editing Your Knowledge Base Figure 5-11Clicking Edit knowledge base Figure 5-12Editing the knowledge base Training and Testing the Knowledge Base Figure 5-13Testing the knowledge base Figure 5-14Testing the knowledge base [...]