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In the ever-evolving landscape of technology, the teamwork between Artificial Intelligence (AI) and Big Data Analytics has emerged as a transformative force with the potential to reshape industries, revolutionize decision-making, and drive innovation to new heights.
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Big data is a term used to describe data sets that are so large or complex that they are difficult or impossible to process using traditional data processing applications. It is characterized by the three Vs: 1. Volume 2. Variety 3. Velocity
Understanding What is Big Data
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Artificial intelligence (AI) is a rapidly growing field that has the potential to revolutionize big data analytics. AI techniques, such as machine learning and deep learning, can be used to automate and improve many of the tasks involved in big data analytics, including: 1. Data preparation 2. Feature engineering 3. Model training and deployment 4. Data visualization
Use of AI in Big Data Analytics
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AI offers a number of benefits for big data analytics, including: 1. Improved efficiency and accuracy 2. New insights 3. Better decision making
Benefits of AI in Big Data
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The dynamic collaboration between Big Data Analytics and AI is undeniably reshaping the landscape of information analysis and decision-making.