Differences between Data science, Artificial intelligence and Machine learning

Difference between Data science, Artificial intelligence and Machine learning

Difference between Data science, Artificial intelligence and Machine learning is Data science is a multi disciplinary mixture of data inference, algorithm development and technology in order to solve analytically complex problems. Artificial intelligence is a branch of computer science that aims to create intelligent machines and has become an essential part of the technology industry. Machine learning is a subset of artificial intelligence that uses algorithms (series of steps that lead to the completion of a task) to learn from data sets.

The main differences between Data science, Artificial intelligence and Machine learning are Data science is a concept of unify statistics, data analysis and their related methods in order to understand and analyze actual phenomenon with data. It is a blend of skills comprising of Mathematical expertise, technology/hacking skills and business skills and a computer with Artificial intelligence(AI). AI includes knowledge, speech recognition, reasoning, problem solving, perception, learning, planning, ability to manipulate and move objects. Artificial intelligence has been developing large number of tools to solve the most difficult problems in computer science. Examples of artificial intelligence includes facebook facial recognition system which gathers a lot of data about existing users and Google’s self-driving cars which gathers data from its surroundings in real time; processes those information to make intelligent decisions on the road. Machine learning uses data and algorithms that makes intelligent predictions or perform actions. Machine learning explores the study and construction of algorithms that can learn from and make predictions on data.

Most importantly, Machine learning and Artificial intelligence are not same. Artificial intelligence is the general field of “intelligent-seeming algorithms” of which Machine learning is the leading frontier at the moment.

Machine learning is not the only branch of Artificial intelligence that uses data but it is clearly the most related one.

The relation between data science, artificial intelligence and machine learning is Data science helps Artificial Intelligence to figure out solutions to problems by linking similar data for future use and to find appropriate, meaningful information faster and more efficiently from those huge pools of data.

Machine learning is the process of learning from data over time and however it’s not the only thing connecting Data science and Artificial intelligence. But, Machine learning is the branch of Artificial intelligence that works best with Data science.


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