Data Sciences can be used to solve some of the pressing problems around us. For this, build an
AI project cycle framework around Data Sciences using the below scenario.
Be it small shops or big outlets, every restaurant prepares food in bulk as they expect a good
crowd to come and enjoy their food. But in most cases, after the day ends, a lot of food is left
which becomes unusable for the restaurant as they do not wish to serve stale food to their
customers the next day. So, every day, they prepare food in large quantities keeping in mind
the probable number of customers walking into their outlet. But if the expectations are not
met, a good amount of food gets wasted which eventually becomes a loss for the restaurant as
they either have to dump it or give it to hungry people for free. And if this daily loss is taken
into account for a year, it becomes quite a big amount.
Answers
Answer:
Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from many structural and unstructured data. Data science is related to data mining, machine learning and big data.
Data science is a "concept to unify statistics, data analysis, machine learning, domain knowledge and their related methods" in order to "understand and analyze actual phenomena" with data. It uses techniques and theories drawn from many fields within the context of mathematics, statistics, computer science, domain knowledge and information science. Turing award winner Jim Gray imagined data science as a "foof science (empirical, theoretical, computational and now data-driven) and asserted that "everything about science is changing because of the impact of information technology" and the data deluge.
Explanation:
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