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Companies seeking to leverage automation tools to streamline data science tasks are asking the question: Will data science ever be automated?
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Since the amount of data that organizations gather takes years for humans to analyze, there is a need for quickly processing information to make business decisions.
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Firms are moving towards solutions like streaming analytics and AutoML for gaining insights into data immediately after it gets generated.
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Data scientists require many skills that cannot be integrated into AutoML tools. Unfortunately, automation tools can never perform those cumbersome activities.
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However, this doesn’t mean that machines cannot automate other tasks. AutoML and streaming analytics tools are helping companies to simplify the data science workflows.