Machine Learning and Deep Learning for Cancer Diagnosis via Logistic Regression: The Significance of Artificial Intelligence

Abstract

Artificial intelligence (AI) may be defined in a variety of ways. “The Study of the computations that make it possible to perceive,
reason, act and predict the future possible outcomes” is one definition of artificial intelligence (“AI”). Artificial intelligence (AI),
often known as machine intelligence, is a subfield of computer science that focuses on creating intelligent computer programs
that can do tasks normally performed by people.We need high-quality computer assistance to make better use of our material
and human resources as the world becomes more complicated. Some examples of potential applications include the following:
the use of computer-controlled robots to manage pests, trim trees, and harvest mixed crops selectively in the agricultural sector.
The tedious and sometimes hazardous tasks of assembly, inspection, and maintenance should be handled by computer-controlled
robots in the manufacturing industry.Medical professionals should be able to use computers to aid in diagnosis, patient
status monitoring, therapy management, and even bed making.In the realm of household tasks, computers need to provide
gastronomic and grocery store recommendations, sweep, mow, wash, and tend to any necessary repairs.In the classroom, computers
shouldn’t only respond to students’ mistakes; they should comprehend the reasons behind them. Students can better
grasp physics and music with the use of computers that depict planetary orbits and play musical scores (¹). Computers would be
the greatest gift to humanity if they could aid medical professionals with diagnosis, track patients’ vitals, and provide guidance
to interdisciplinary teams.
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