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Differentiating Data Science & Artificial Intelligence

Both Artificial Intelligence and Data Science are among the most sought after technologies that have become very crucial for enterprises business development. The uses of these technologies isn’t limited to any one particular sector and are extensively being used in the areas of IT, Healthcare, Automobile, Banking, Telecommunication, Government & in several other sectors. One of the major misconceptions that people have in relation to AI & Data Science technologies is that they are considered to be one & the same.

In reality, there’s a lot of difference between these technologies which is in terms of their functioning, types of data processed, applications, purposes and such. Data Science makes use of the advanced algorithms in Artificial intelligence to be precise in its functioning. So, skills in terms of Artificial Intelligence would be very crucial to excel in a career as a Data Scientist.

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Data Science vs Artificial intelligence:

  • Scope

As of now, Artificial Intelligence has a very limited scope that doesn’t exceed beyond Machine Learning algorithms, whereas Data Science has a very vast scope with numerous operations involving Big Data.

  • Type of Data

Artificial Intelligence deals with only standardized data i.e. data which is in a structured format, whereas Data Science deals with Big Data of varying size & all formats such as structured, semi-structured and unstructured types.

  • Tools

The most extensively used tool sets in Artificial Intelligence are TensorFlow, PyTorch, Kaffe, Scikit-learn, whereas Data Science uses tools like Keras, SPSS, SAS, Python, R, etc.

  • Process

AI makes use of Predictive Modeling & Machine Learning algorithms to predict the occurrence of future events, whereas Data Science involves the process of prediction, visualization, analysis, and pre-processing of data.

  • Applications:

The use of Artificial Intelligence can be extensively seen in sectors like Healthcare, IT, Automobile, Robotics, Business, Defence, Pharmaceutical, Government & several other sectors. The application of Data Science can be seen in Search Engines, IT, Business Intelligence, Banking, Marketing, Telecommunication & several other sectors. Interested in developing skills in Data Science & Artificial Intelligence? Be a part of the advanced Data Science Course in Hyderabad program by Analytics Path.