Data Science v/s Machine Learning
What is Data Science?
Data science is a broad field of study pertaining to data systems and processes, aimed at maintaining data sets and deriving meaning out of them.
What is Machine Learning?
Machine Learning is a subsection of Artificial intelligence that devises means by which systems can automatically learn and improve from experience.
The Difference:
Preferred skill-set: SQL, ETL and Data Profiling, etc
Data Science
Preferred skill-set: Python/ R Programming
Machine Learning
The Difference:
Horizontally scalable systems preferred to handle massive data
Data Science
GPUs are preferred for intensive vector operations
Machine Learning
The Difference:
Components for handling unstructured raw data
Data Science
Major complexity is with the algorithms and mathematical concepts behind them
Machine Learning