Relational database Relational databases are a cornerstone of modern business data management, providing a structured and efficient approach to organizing and manipulating data. From customer infor-mation to financial transactions, relational [...]
Non-relational databases Non-relational databases, also known as NoSQL databases, have emerged as powerful alterna-tives to traditional relationship databases for businesses. These databases provide a flexible 14 CHAPTER 1 Describe core [...]
Skill 1.3: Describe common data workloads In the dynamic world of data management, understanding common data workloads is essential for data professionals seeking to harness the transformative potential of data. [...]
Sentiment Analysis Sentiment analysis is a form of opinion mining that uses natural language processing (NLP) to ascertain the underlying emotional tone of a piece of text. This is a [...]
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-to-Text Speech-to-text, which is also called “speech recognition,” lets audio sources be turned into text in real time. This is referred to as “computer voice recognition.” This software can convert [...]
Text and Speech Translation Text translation makes it easy to translate documents, emails, and other media from other countries, whether they are official or not. This service even provides an [...]
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 [...]
Skill 1.1: Describe ways to represent data In the world of data, the way information is structured and organized plays a crucial role in its effective management and utilization. There [...]
Describe common formats for data files In this vast world of data storage, selecting the appropriate file format is essential for efficient data management and interoperability. Exploring the common formats [...]