Automation: The Future of Data Science and Machine Learning?
Machine learning has been one of the most significant innovations in the field of computing, and now it is considered to be capable of taking on important roles in the field of big data analytics. Big data analysis is a massive challenge from the business perspective. For instance, activities like making sense of huge volumes of diverse data formats, data preparation for analytics and filtering redundant data can consume a lot of resources. Hiring data scientists is also an expensive proposition and not within every organization’s budget. Experts believe that machine learning can automate various tasks related to analytics- both complex and routine. Automating machine learning can free up many resources that can be utilized in more complicated and innovative jobs. Automation in the Context of Information Technology In the context of Information Technology, automation is the linking of different software and systems so that they can do particular jobs without any human interf...