Data Science and Artificial Intelligence


What is Data Science?
                Data Science is a discipline of science which uses and analyzes data to answer questions, test hypotheses, and to gather insights. Businesses use the term data science to mean anything from creating Excel charts to deep learning models. The common thread through these seemingly dissimilar projects is extracting information from raw data. A data scientist is basically an ‘information extracting layer’ and it does not matter to the business owner how this is done or what are the techniques used. The point is that when data is used by best data science course , the output generates business value, either in the form of customer trend insights or analysis of market campaigns.

What is Artificial Intelligence?
                The focus of ArtificialIntelligence course is more on understanding the functioning of a human brain and basic human abilities such as speech, vision, decision-making, using language and other more complex tasks and designing machines and software which can emulate these. Thus, it refers to the artificial simulation with the help of machines of how a human brain functions. An artificial intelligence training, machine can now perform human functions such as self-correction, learning, and logical reasoning. This is a most complicated field of technology and is very wide and has many applications. Machines are not inherently smart as humans and hence a lot of in-built data and computing power is needed so as to simulate thinking like humans and to make them smart.






                At present, the artificial intelligence systems available are effective and complex, but they are nowhere near to human intelligence. Humans use a lot of present data as well as past data, which might be inherent as well as learned over time, to figure out everything around them. This ability is still not available with AI systems yet. They still have a limited range of machine capabilities such as a specific game like Scrabble or Chess. Artificial Intelligence systems require a huge database of data to enable them to do ordinary or mundane tasks performed effortlessly by humans.

How is Data Science related to AI?
                Data Science is a broad discipline which includes all the techniques and skills required to understand high velocity, high volume, and unstructured data. Hence, data science training includes Artificial Intelligence course as well, as one of its tools. AI helps in decision-making, either in probabilistic or deterministic environments and is a subset of data science.
                Data Science is a field which uses a blend of various systems and processes to extract insights and knowledge from data in different forms. Thus, data science can help artificial intelligence systems to figure out solutions to problems by linking together data, which is similar, for future use. Basically, data science lets artificial intelligence systems to find meaningful and appropriate information from large loads of data in a faster and more efficient way.
                The facial recognition system used by Facebook is an example of this. Over a long period of time, a lot of data is gathered from existing users and then the same techniques are used for facial recognition with the new users.


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