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Artificial Intelligence vs Data Science

| Blog

Artificial Intelligence (AI) and Data Science are the two most important and emerging technologies. AI and data science technologies are used interchangeably. While data science contributes to some aspects of AI, it does not reflect all of it. So, let us explore these two technologies better so that you can have a clearer picture at the end.

What is Artificial Intelligence?

AI is the intelligence that is possessed by the machines. It makes the use of various algorithms to perform autonomous actions just like the previous successful ones. The contemporary AI algorithms such as deep learning understand the patterns well and find the goals embedded in the data. AI also makes the use of various software engineering principles for developing suitable solutions to existing problems.

What is Data Science?

Data science is considered as an interdisciplinary field of frameworks and procedures to extract bits of knowledge or learning from information in various structures. This involves information science that enables AIs to make sense of solutions to issues by connecting information available for some time later.

This technology involves several underlying fields such as mathematics, programming, and statistics. A data science professional (known as a data scientist) is needed to be proficient in these areas to better understand patterns and trends in the data. This heavy requirements of skills give this field a steep learning curve.

Key Differences between Artificial Intelligence and Data Science

Both AI and data science are popular choices in the present market. Hence, let us discuss some major differences so that you will understand them better and make an informed choice for your career later. Have a look at the table below to know more:

ParticularData ScienceArtificial Intelligence
MeaningData Science is a technique of curating the mass data for visualization and analyticsArtificial Intelligence is an art of implementing the data in machines
SkillsIt is statistical technique of designs and developmentIt is algorithm technique of designs and development
TechniqueData science considered as a data analytics techniqueArtificial intelligence is known as a machine learning technique
Use of KnowledgeData science technology uses statistical learning for analysisArtificial intelligence uses the knowledge of machine learning
ObservationIt observes patterns in data for decisionsIt uses intelligence in data for decisions
SolvingThis technology tends to make the use of various parts of the loop to solve a specific problemArtificial intelligence technology represents the loop of perceptions and planning with actions
ProcessingData science is a medium level of data processing for data manipulationArtificial intelligence a high level of scientific data processing for manipulation
GraphicData science technology mainly involves in data representation in the different graphical formatArtificial intelligence technology involves algorithm network nodes representation
ControlData science is all about data control and manipulation with various techniquesArtificial intelligence is all about controls with AI and machine learning techniques

Closing Remarks

Even though both terms are used interchangeably, these technologies are slightly different. AI is a broad domain but still largely explored. While data science is a field that uses AI technology to generate predictions along with data analysis and visualization.

Lastly, we can conclude that – “Data Science is a job that performs analysis of data, while Artificial Intelligence is a tool for creating better products and imparting them with autonomy”. Hopefully, now you have a clearer picture of these two technologies.

To know more details of the universities/colleges offering the best and career-oriented AI and data science courses and degree programs, you can get in touch with AEC. We have a dedicated team of professionals to help and guide students in shortlisting universities/colleges and courses in countries like the UK, Ireland, Australia, Canada, Germany, etc. We also help students with admission and study visa processes. Get in touch with AEC on +91-8448446609 or 011-43334444 or share your queries at enquiry@aecoverseas.com to get assistance for your career. You can also directly come to our office by booking your FREE counseling session.


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