BS Computer Science: Artificialintelligence And Machine Learning

How US Universities Assess Applicants

US universities use a holistic admissions review. Beyond grades and standardized test scores, they weigh the strength of your overall profile to understand who you are as a student and a person.

• Profile Assessment: Applicants are generally expected to demonstrate strong quantitative ability, particularly in Mathematics. Advanced Calculus, Statistics, Computer Science or Physics can support academic preparation. Coding projects, applications, websites, hackathons, research, data-analysis projects and technology-based solutions may demonstrate technical curiosity and practical ability. Previous coding experience is helpful but is not compulsory at every university.
• Advanced Placement(AP) Guidance: AP availability depends on the student's school. Relevant APs can strengthen an application and may earn university credit, but are not compulsory unless the university or programme explicitly requires them.
  • AP Calculus AB/BC
  • AP Computer Science A
  • AP Physics
• Essays & recommendations: Personal essays and teacher/counselor recommendations give context to your achievements and help demonstrate fit with the program.