B.Tech.(Hons.) in Computer Science Engineering (Artificial Intelligence and machine learning) 

at Akal University, Bathinda

Below are some of the general subjects that you can pick during your BTech studies, as these course will advance your technical and practical knowledge:

• Mathematics: A mathematical background includes understanding of Calculus, Linear Algebra, Differential Equations and Statistic Stamina.
• Physics: Mechanics, electricity & magnetism, kinetics & dynamics, thermodynamics and wave & optics.
• Chemistry: This common general chemistry course involves sub-topics such as organic chemistry, inorganic chemistry among others.
• Programming: C+,  Python,  Java
• Engineering fundamentals: Statistics, dynamics, fluids and their action, heat and its work, properties of matter
• Engineering design: Aesthetics, reasoning process, design tools and methods, using of computer-aided design (CAD).

Rest, the subjects taught in the BTech courses would be specialization-specific, based on your chosen field.

The BTech CSE syllabus differs on the basis of the college offering the course. Every college follows a particular coursework pattern set by the college committee. Though the subjects might vary, the overall conceptual framework is more or less similar for students to get hold of the important concepts of the CSE field.

The syllabus includes core subjects, elective subject choices, practical lab work, workshops, and a final year research project.

The BTech in AI syllabus is a mix of core and elective subjects. The core subjects are compulsory for you to study in every semester as they are meant to give you a strong base in the field of AI. Coming to the elective choices, there are a lot of interesting options and you can choose the elective subjects as per your interests, something you resonate more with and easy to understand for you.

So, the elective subjects do give you that liberty of customizing your BTech in Artificial Intelligence syllabus in some way or the other.

The BTech syllabus is not similar in all the Indian colleges. Talking about the first year of BTech, the general subjects taught are almost similar that include Physics, Mathematics, Chemistry and other engineering fundamentals to provide a basic foundation for the BTech course ahead. Further, the BTech syllabus will differ on the basis of the specialisation you have chosen and the college, different colleges follow their own set of guidelines regarding the course curriculum that includes both core and elective subjects along with practical lab work. 

Colleges offer electives in specific areas of AI

• Big Data
• Cloud Computing
• Computer Graphics
• Human-Computer Interaction
• Big Data Analytics
• Cybersecurity
• Data Analytics
• AI, Neuroscience, and Natural Intelligence

Know more about -

AI and ML Engineering Courses

Humanities as a stream provides a wide range of courses that can be studied after completing their 12th grade. Pursuing any of these degrees prepares you to understand the various levels of humanities and, as a result, carve out an appropriate job path. Candidates in the humanities can apply for positions in the government sector, such as banking firms, government ministries, legal firms, and political analysts.

Content Writer, Civil Services, Human Resource Manager, Defense Services, Lawyer, Journalist, Counsellor, and Therapist positions are available. As freshers, humanities graduates can expect to earn between INR 2-6 LPA.

The graduates can get jobs in the public and private sector. In the public sector, some of the top recruiters are:

• Indian Space Research Organisation
• Defence Research and Development Organisation (DRDO)
• National Institute of Oceanography (NIO)
• Physical Research Laboratory, Ahmedabad
• Saha Institute of Nuclear Physics, Kolkata
• Bhabha Atomic Research Centre
• Nuclear science centre

Some medical field which offer best work and life balance are shown below -

• Dentistry (BDS & MDS) – Fixed clinic hours, fewer emergencies.

• Pharmacy (BPharm & MPharm) – Less stress compared to hospital-based jobs.

• Physiotherapy (BPT & MPT) – Flexible working hours, minimal emergency calls.

• Public Health & Community Medicine – Focus on preventive healthcare rather than emergency treatments.

• Clinical Research & Medical Writing – Research-based work with no direct patient responsibilities.

Graduates with a BTech degree in CSE are in high demand across a plethora of work fields, as everything is ruled by computer technology these days and every industry needs strong software applications, network security, and database management systems for effective working. A few top industries recruiting BTech in CSE graduates are given here:

• IT & Software
• Product Development
• E-Commerce and Digital Commerce
• Cloud Computing & AI
• Data Science & Analytics
• Banking and FinTech
• Automotive
• Healthcare

Useful Link: BTech CSE Career Scope