With the advancement of computer technology, efforts are being made to create intelligent machines that can respond and react like human beings in order to automate processing activities that are usually conducted manually.
Some of these tasks include automation of learning and analyzing of massive data, translations between various languages,
and speech recognition.
Discuss roles of Artificial Intelligence and Machine Learning in Big Data Analytics.
Distinguish between Supervised and Unsupervised learning.
Define the concept of Artificial Intelligence.
Define the concept of Machine Learning.
Explain the notions of Supervised and Unsupervised Machine Learning.
Describe the roles of Artificial Intelligence & Machine Learning in Big Data Analytics.
Artificial intelligence (AI) refers to the creation of intelligent machines that can carry out tasks requiring human-like intelligence such as perception, reasoning, and learning. Machine learning (ML) is a subset of AI that focuses on enabling machines to learn from data without being explicitly programmed. Both AI and ML have revolutionized big data analytics by providing tools and techniques for processing and analyzing massive amounts of data.
The roles of AI and ML in big data analytics are manifold. AI and ML can help in data cleansing, data integration, and data analysis. They can also assist in automating data processing and analysis, thus saving time and reducing errors. Furthermore, AI and ML can…order customized answer
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