Data & AI
Data Scientist
Explore how data scientists use statistics, programming and domain knowledge to investigate complex questions.
Explore careerStudent guide
What is AI and Data Science?
AI and Data Science programmes combine computing with statistics and the practice of working with real data.
Compared with a general CSE degree, more of the coursework centres on data, models and evaluation.
Everything below is exploratory. BYC does not state eligibility, fees, cut-offs, salaries or placement outcomes — confirm those with the colleges you are considering.
Common content
- Programming and databases, plus data cleaning and data handling at scale.
- Statistics, probability and experiment design.
- Machine learning methods and how to judge whether a model is actually useful.
- Visualisation and communicating findings to non-technical readers.
AI Engineer, ML Engineer or Data Analyst?
- Roles overlap and titles vary between organisations.
- Analyst work leans toward questions, data and explanation; engineering work leans toward building and running systems.
- The fastest way to tell what you like is to complete one small end-to-end data project.
Courses to explore
Open a course page to see what students study, skills and career areas.
Career areas to investigate
Each profile explains what the work involves and which skills help.
Data & AI
Data Analyst
Explore how data analysts organise information, investigate questions and communicate evidence for decisions.
Explore careerData & AI
Machine Learning Engineer
Explore how machine-learning engineers develop, evaluate and maintain systems that learn patterns from data.
Explore careerData & AI
AI Engineer
Explore how AI engineers turn machine-learning ideas into useful, testable features and systems.
Explore careerQuestions worth asking before you decide
- How much statistics is in this programme?
- What datasets and tools do students work with?
- Are there projects with real organisations?
Related guides
What is CSE-AIML?
What a CSE degree with an AI and Machine Learning specialisation usually covers.
Read the guideWhat careers are available after MCA?
Career areas to investigate after a Master of Computer Applications, and how to prepare.
Read the guideNot sure where to start?
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A few minutes of reflection, then a report linking your interests to several career areas, courses and skills. No account needed.