Data Science

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What are the three main concepts covered in the course?

Artificial Intelligence, Machine Learning, and Data Science

What are the benefits and uses of Data Science and Big Data?

Benefits and uses include handling structured and unstructured data, natural language processing, machine-generated data, graph-based or network data, audio, image, video, streaming data, and more.

What are the six steps of the Data Science process?

The six steps are defining research goals, data retrieval, cleansing data, correcting errors as early as possible, integrating data, and combining data.

Why is it important to correct errors in data as early as possible in the Data Science process?

<p>Correcting errors early ensures the accuracy and reliability of the subsequent analysis and insights generated from the data.</p> Signup and view all the answers

What are some components of the Big Data ecosystem in Data Science?

<p>Components include distributed file systems, distributed programming frameworks, data integration frameworks, machine learning frameworks, No SQL databases, scheduling tools, benchmarking tools, and system deployments.</p> Signup and view all the answers